hunoutl/paperlists huggingface dataset:
Title: Efficient Rate Optimal Regret for Adversarial Contextual MDPs Using Online Function Approximation
Authors: Orin Levy, Alon Cohen, Asaf Cassel, Yishay Mansour
Affiliations: Blavatnik School of Computer Science, Tel Aviv University, Tel Aviv, Israel; School of Electrical Engineering, Tel Aviv University, Tel Aviv, Israel
Conference: icml 2023 (main track)
Decision: Poster
Title: SpeedDETR: Speed-aware Transformers for End-to-end Object Detection
Authors: Peiyan Dong, Zhenglun Kong, Xin Meng, Peng Zhang, Hao Tang †, Yanzhi Wang, Chih-Hsien Chou
Affiliations: CVL, ETH, Switzerland; Northeastern University, Boston, MA, U.S.A; Futurewei Technologies, Santa Clara, CA, U.S.A; Tsinghua University, Beijing, China; Peking University, Beijing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Fair yet Asymptotically Equal Collaborative Learning
Authors: Xiaoqiang Lin, Xinyi Xu, See-Kiong Ng, Chuan-Sheng Foo, Bryan Kian Hsiang Low
Affiliations: Department of Computer Science, National University of Singapore, Singapore; Institute of Data Science, National University of Singapore, Singapore; Institute for Infocomm Research, A*STAR, Singapore
Conference: icml 2023 (main track)
Decision: Poster
Title: On the Privacy-Robustness-Utility Trilemma in Distributed Learning
Authors: Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Rafaël Pinot, John Stephan
Affiliations: Ecole Polytechnique Fédérale de Lausanne (EPFL), Switzerland
Conference: icml 2023 (main track)
Decision: Poster
Title: A Critical View of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment
Authors: Hanchen Xie, Jiageng Zhu, Mahyar Khayatkhoei, Jiazhi Li, Mohamed E. Hussein, Wael AbdAlmageed
Affiliations: USC Ming Hsieh Department of Electrical and Computer Engineering, Los Angeles, USA; Alexandria University, Alexandria, Egypt; USC Information Sciences Institute, Marina del Rey, USA; USC Ming Hsieh Department of Electrical and Computer Engineering, Los Angeles, USA; USC Information Sciences Institute, Marina del Rey, USA; USC Thomas Lord Department of Computer Science, Los Angeles, USA; USC Ming Hsieh Department of Electrical and Computer Engineering, Los Angeles, USA; USC Information Sciences Institute, Marina del Rey, USA; USC Thomas Lord Department of Computer Science, Los Angeles, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Identifying Interpretable Subspaces in Image Representations
Authors: Neha Kalibhat, Shweta Bhardwaj, Bayan Bruss, Hamed Firooz, Maziar Sanjabi, Soheil Feizi
Affiliations: University of Maryland, College Park; Meta AI; Center for Machine Learning, CapitalOne
Conference: icml 2023 (main track)
Decision: Poster
Title: ILLUME: Rationalizing Vision-Language Models through Human Interactions
Authors: Manuel Brack, Patrick Schramowski, Björn Deiseroth, Kristian Kersting
Affiliations: German Center for Artificial Intelligence (DFKI), Computer Science Department, TU Darmstadt, Hessian Center for AI (hessian.AI), Centre for Cognitive Science, TU Darmstadt; German Center for Artificial Intelligence (DFKI), Computer Science Department, TU Darmstadt, Hessian Center for AI (hessian.AI), LAION; German Center for Artificial Intelligence (DFKI), Hessian Center for AI (hessian.AI), Aleph Alpha; German Center for Artificial Intelligence (DFKI), Computer Science Department, TU Darmstadt, Hessian Center for AI (hessian.AI)
Conference: icml 2023 (main track)
Decision: Poster
Title: Robust Budget Pacing with a Single Sample
Authors: Santiago Balseiro, Rachitesh Kumar, Vahab Mirrokni, Balasubramanian Sivan, Di Wang
Affiliations: DRO, Columbia Business School, New York, NY, USA; IEOR, Columbia University, New York, NY, USA; Google Research, New York, NY, USA
Conference: icml 2023 (main track)
Decision: Oral
Title: Learning the Dynamics of Sparsely Observed Interacting Systems
Authors: Linus Bleistein, Adeline Fermanian, Anne-Sophie Jannot, Agathe Guilloux
Affiliations: Inria Paris, F-75015 Paris, France; Centre de Recherche des Cordeliers, INSERM, Université de Paris, Sorbonne Université, F-75006 Paris, France; Inria Paris, F-75015 Paris, France; Inria Paris, F-75015 Paris, France; Centre de Recherche des Cordeliers, INSERM, Université de Paris, Sorbonne Université, F-75006 Paris, France; LaMME, UEVE and UMR 8071, Paris Saclay University, F-91042, Evry, France; MINES ParisTech, PSL Research University, CBIO, F-75006 Paris, France; Institut Curie, PSL Research University, F-75005 Paris, France; INSERM, U900, F-75005 Paris, France; LOPF, Califrais’ Machine Learning Lab, Paris, France
Conference: icml 2023 (main track)
Decision: Poster
Title: Gaussian Process Priors for Systems of Linear Partial Differential Equations with Constant Coefficients
Authors: Marc Härkönen, Markus Lange-Hegermann, Bogdan Raiță
Affiliations: Georgetown University, Washington, D.C., USA; Max Planck Institute for Mathematics in the Sciences, Leipzig, Germany; Fano Labs, Hong Kong SAR, China; Institute Industrial IT, OWL University of Applied Sciences and Arts, Lemgo, Germany
Conference: icml 2023 (main track)
Decision: Oral
Title: Optimality of Thompson Sampling with Noninformative Priors for Pareto Bandits
Authors: Jongyeong Lee, Junya Honda, Chao-Kai Chiang, Masashi Sugiyama
Affiliations: 1Department of Computer Science, University of Tokyo, Tokyo, Japan2RIKEN AIP, Tokyo, Japan; 3Department of Systems Science, Kyoto University, Kyoto, Japan2RIKEN AIP, Tokyo, Japan; 1Department of Computer Science, University of Tokyo, Tokyo, Japan; 2RIKEN AIP, Tokyo, Japan1Department of Computer Science, University of Tokyo, Tokyo, Japan
Conference: icml 2023 (main track)
Decision: Poster
Title: Under-Counted Tensor Completion with Neural Incorporation of Attributes
Authors: Shahana Ibrahim, Xiao Fu, Rebecca Hutchinson, Eugene Seo
Affiliations: School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, OR 97331, USA; Department of Applied Mathematics, Brown University, Providence, RI 02912, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: QASA: Advanced Question Answering on Scientific Articles
Authors: Yoonjoo Lee, Kyungjae Lee, Sunghyun Park, Dasol Hwang, Jaehyeon Kim, Hong-in Lee, Moontae Lee
Affiliations: 2LG AI Research 4University of Illinois Chicago; 2LG AI Research; 1KAIST (Work done at LG AI Research); 3Yonsei University
Conference: icml 2023 (main track)
Decision: Poster
Title: Guiding Pretraining in Reinforcement Learning with Large Language Models
Authors: Yuqing Du, Olivia Watkins, Zihan Wang, Cédric Colas, Trevor Darrell, Pieter Abbeel, Abhishek Gupta, Jacob Andreas
Affiliations: Massachusetts Institute of Technology, Computer Science and Artificial Intelligence Laboratory; Department of Electrical Engineering and Computer Science, University of California, Berkeley, USA; University of Washington, Seattle
Conference: icml 2023 (main track)
Decision: Poster
Title: On the Convergence of Gradient Flow on Multi-layer Linear Models
Authors: Hancheng Min, René Vidal, Enrique Mallada
Affiliations: Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, MD, U.S.A.; Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, PA, U.S.A.
Conference: icml 2023 (main track)
Decision: Poster
Title: Instrumental Variable Estimation of Average Partial Causal Effects
Authors: Yuta Kawakami, Manabu Kuroki, Jin Tian
Affiliations: Department of Computer Science, Iowa State University, Ames, Iowa, USA; Department of Mathematics, Physics, Electrical Engineering and Computer Science, Yokohama National University, Yokohama, Kanagawa, JAPAN
Conference: icml 2023 (main track)
Decision: Poster
Title: AudioLDM: Text-to-Audio Generation with Latent Diffusion Models
Authors: Haohe Liu, Zehua Chen, Yi Yuan, Xinhao Mei, Xubo Liu, Danilo Mandic, Wenwu Wang, Mark D. Plumbley
Affiliations: Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey, Guildford, UK; Department of Electrical and Electronic Engineering, Imperial College London, London, UK
Conference: icml 2023 (main track)
Decision: Poster
Title: Reward-Mixing MDPs with Few Latent Contexts are Learnable
Authors: Jeongyeol Kwon, Yonathan Efroni, Constantine Caramanis, Shie Mannor
Affiliations: Wisconsin Institute for Discovery, University of Wisconsin-Madison, USA; Technion, Israel; Department of Electrical and Computer Engineering, University of Texas at Austin, USA; Meta, New York; Nvidia Research
Conference: icml 2023 (main track)
Decision: Poster
Title: ConCerNet: A Contrastive Learning Based Framework for Automated Conservation Law Discovery and Trustworthy Dynamical System Prediction
Authors: Wang Zhang, Tsui-Wei Weng, Subhro Das, Alexandre Megretski, Luca Daniel, Lam M. Nguyen
Affiliations: Massachusetts Institute of Technology, Cambridge, MA, USA; MIT-IBM Watson AI Lab, IBM Research, Cambridge, MA, USA; University of California, San Diego, CA, USA; IBM Research, Thomas J. Watson Research Center, Yorktown Heights, NY, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models
Authors: James Urquhart Allingham, Jie Ren, Michael W. Dusenberry, Xiuye Gu, Yin Cui, Dustin Tran, Jeremiah Zhe Liu, Balaji Lakshminarayanan
Affiliations: University of Cambridge, work done while at Google Research; Google Research
Conference: icml 2023 (main track)
Decision: Poster
Title: Learning Regions of Interest for Bayesian Optimization with Adaptive Level-Set Estimation
Authors: Fengxue Zhang, Jialin Song, James Bowden, Alexander Ladd, Yisong Yue, Thomas A. Desautels, Yuxin Chen
Affiliations: Department of Computer Science, University of Chicago, Illinois, U.S.; California Institute of Technology, California, U.S.; Lawrence Livermore National Laboratory, California, U.S.; Nvidia, California, U.S.
Conference: icml 2023 (main track)
Decision: Poster
Title: Robust Explanation for Free or At the Cost of Faithfulness
Authors: Zeren Tan, Yang Tian
Affiliations: Tsinghua Laboratory of Brain and Intelligence, Tsinghua University, 100084, Beijing, China; Department of Psychology, Tsinghua University, 100084, Beijing, China; Institute for Interdisciplinary Information Science, Tsinghua University, 100084, Beijing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior Inference
Authors: Yan Xu, Deqian Kong, Dehong Xu, Ziwei Ji, Bo Pang, Pascale Fung, Ying Nian Wu
Affiliations: Salesforce Research; Center for Artificial Intelligence Research (CAiRE), The Hong Kong University of Science and Technology, Hong Kong; Department of Statistics, UCLA, CA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Online Restless Bandits with Unobserved States
Authors: Bowen Jiang, Bo Jiang, Jian Li, Tao Lin, Xinbing Wang, Chenghu Zhou
Affiliations: SUNY-Binghamton University, Binghamton, NY, USA; Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China; Shanghai Jiao Tong University, Shanghai, China; Communication University of China, Beijing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: A Unified Optimization Framework of ANN-SNN Conversion: Towards Optimal Mapping from Activation Values to Firing Rates
Authors: Haiyan Jiang, Srinivas Anumasa, Giulia De Masi, Huan Xiong, Bin Gu
Affiliations: Department of Machine Learning, Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE; ARRC, Technology Innovation Institute, Abu Dhabi, UAE; BioRobotics Institute, Sant’Anna School of Advanced Studies, Pisa, Italy; Department of Machine Learning, Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE; IASM, Harbin Institute of Technology, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Q-Flow: Generative Modeling for Differential Equations of Open Quantum Dynamics with Normalizing Flows
Authors: Owen Dugan, Peter Y. Lu, Rumen Dangovski, Di Luo, Marin Soljačić
Affiliations: 1Department of Physics, Massachusetts Institute of Technology 2NSF AI Institute for Artificial Intelligence and Fundamental Interactions; 3Data Science Institute, University of Chicago 2NSF AI Institute for Artificial Intelligence and Fundamental Interactions; 5Center for Theoretical Physics, Massachusetts Institute of Technology 6Department of Physics, Harvard University; 4MIT EECS 2NSF AI Institute for Artificial Intelligence and Fundamental Interactions
Conference: icml 2023 (main track)
Decision: Poster
Title: StriderNet: A Graph Reinforcement Learning Approach to Optimize Atomic Structures on Rough Energy Landscapes
Authors: Vaibhav Bihani, Sahil Manchanda, Srikanth Sastry, Sayan Ranu, N. M. Anoop Krishnan
Affiliations: Department of Computer Science and Engineering, Indian Institute of Technology Delhi and Theoretical Sciences Unit and School of Advanced Materials, Jawaharlal Nehru Centre for Advanced Scientific Research, Bengaluru; Department of Civil Engineering, Indian Institute of Technology Delhi; Department of Computer Science and Engineering, Indian Institute of Technology Delhi; Department of Civil Engineering, Indian Institute of Technology Delhi and Theoretical Sciences Unit and School of Advanced Materials, Jawaharlal Nehru Centre for Advanced Scientific Research, Bengaluru; Yardi School of AI, Indian Institute of Technology Delhi
Conference: icml 2023 (main track)
Decision: Poster
Title: Fast Federated Machine Unlearning with Nonlinear Functional Theory
Authors: Tianshi Che, Yang Zhou, Zijie Zhang, Lingjuan Lyu, Ji Liu, Da Yan, Dejing Dou, Jun Huan
Affiliations: AWS AI Labs, USA; Boston Consulting Group, USA; University of Alabama at Birmingham, USA; Auburn University, USA; Baidu Research, China; Sony AI, Japan
Conference: icml 2023 (main track)
Decision: Poster
Title: VectorMapNet: End-to-end Vectorized HD Map Learning
Authors: Yicheng Liu, Tianyuan Yuan, Yue Wang, Yilun Wang, Hang Zhao
Affiliations: 3MIT; 1Shanghai Qi Zhi Institute, 2Tsinghua University; 4Li Auto; 2Tsinghua University; 2Tsinghua University, 1Shanghai Qi Zhi Institute
Conference: icml 2023 (main track)
Decision: Poster
Title: Understanding the Distillation Process from Deep Generative Models to Tractable Probabilistic Circuits
Authors: Xuejie Liu, Anji Liu, Guy Van den Broeck, Yitao Liang
Affiliations: Institute for Artificial Intelligence, Peking University, P.R. China; Department of Automation, Tsinghua University, P.R. China; Institute for Artificial Intelligence, Peking University, P.R. China; Beijing Institute for General Artificial Intelligence (BIGAI); Computer Science Department, University of California, Los Angeles, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Probabilistic Categorical Adversarial Attack and Adversarial Training
Authors: Han Xu, Pengfei He, Jie Ren, Yuxuan Wan, Zitao Liu, Hui Liu, Jiliang Tang
Affiliations: Guangdong Institute of Smart Education, Jinan University, Guangzhou, China; Department of Computer Science and Engineering, Michigan State University, East Lansing, MI, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series
Authors: Iris A.M. Huijben, Arthur A. Nijdam, Sebastiaan Overeem, Merel M. van Gilst, Ruud J.G. van Sloun
Affiliations: Department of Electrical Engineering, Eindhoven University of Technology, The Netherlands; Onera Health, Eindhoven, The Netherlands; Department of Electrical Engineering, Eindhoven University of Technology, The Netherlands; Department of Electrical Engineering, Eindhoven University of Technology, The Netherlands; Sleep Medicine Center Kempenhaeghe, Heeze, The Netherlands
Conference: icml 2023 (main track)
Decision: Poster
Title: Multi-Objective Population Based Training
Authors: Arkadiy Dushatskiy, Alexander Chebykin, Tanja Alderliesten, Peter A.N. Bosman
Affiliations: Centrum Wiskunde & Informatica, Amsterdam, the Netherlands; Delft University of Technology, Delft, the Netherlands; Leiden University Medical Center, Leiden, the Netherlands; Centrum Wiskunde & Informatica, Amsterdam, the Netherlands
Conference: icml 2023 (main track)
Decision: Poster
Title: Implicit Neural Spatial Representations for Time-dependent PDEs
Authors: Honglin Chen, Rundi Wu, Eitan Grinspun, Changxi Zheng, Peter Yichen Chen
Affiliations: Department of Computer Science, Columbia University, New York, USA; Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, USA; Department of Computer Science, University of Toronto, Toronto, Canada
Conference: icml 2023 (main track)
Decision: Poster
Title: Learning Neural Constitutive Laws from Motion Observations for Generalizable PDE Dynamics
Authors: Pingchuan Ma, Peter Yichen Chen, Bolei Deng, Joshua B. Tenenbaum, Tao Du, Chuang Gan, Wojciech Matusik
Affiliations: MIT; MIT-IBM Watson AI Lab, UMass Amherst; MIT BCS, Center for Brains, Minds and Machines; Tsinghua University, Shanghai Qi Zhi Institute; MIT CSAIL
Conference: icml 2023 (main track)
Decision: Poster
Title: Unscented Autoencoder
Authors: Faris Janjoš, Lars Rosenbaum, Maxim Dolgov, J. Marius Zöllner
Affiliations: Research Center for Information Technology (FZI), 76131 Karlsruhe, Germany; Robert Bosch GmbH, Corporate Research, 71272 Rennigen, Germany
Conference: icml 2023 (main track)
Decision: Poster
Title: GFlowOut: Dropout with Generative Flow Networks
Authors: Dianbo Liu, Moksh Jain, Bonaventure F. P. Dossou, Qianli Shen, Salem Lahlou, Anirudh Goyal, Nikolay Malkin, Chris C. Emezue, Dinghuai Zhang, Nadhir Hassen, Xu Ji, Kenji Kawaguchi, Yoshua Bengio
Affiliations: Mila Quebec AI Institute; Technical University of Munich; University of Montreal; National University of Singapore; Google DeepMind
Conference: icml 2023 (main track)
Decision: Poster
Title: Unifying Molecular and Textual Representations via Multi-task Language Modelling
Authors: Dimitrios Christofidellis, Giorgio Giannone, , Jannis Born, Ole Winther, Teodoro Laino, Matteo Manica
Affiliations: IBM Research Europe; Technical University of Denmark, University of Copenhagen; Technical University of Denmark, Massachusetts Institute of Technology; ETH Zurich
Conference: icml 2023 (main track)
Decision: Poster
Title: Learning Instance-Specific Augmentations by Capturing Local Invariances
Authors: Ning Miao, Tom Rainforth, Emile Mathieu, Yann Dubois, Yee Whye Teh, Adam Foster, Hyunjik Kim
Affiliations: Stanford University; DeepMind, UK; Microsoft Research; Dept. of Statistics, University of Oxford
Conference: icml 2023 (main track)
Decision: Poster
Title: Coarse-to-Fine: a Hierarchical Diffusion Model for Molecule Generation in 3D
Authors: Bo Qiang, Yuxuan Song, Minkai Xu, Jingjing Gong, Bowen Gao, Hao Zhou, Weiying Ma, Yanyan Lan
Affiliations: Institute for AI Industry Research (AIR), Tsinghua University; Department of Computer Science, Stanford University; Department of Pharmaceutical Science, Peking University
Conference: icml 2023 (main track)
Decision: Poster
Title: Future-conditioned Unsupervised Pretraining for Decision Transformer
Authors: Zhihui Xie, Zichuan Lin, Deheng Ye, Qiang Fu, Wei Yang, Shuai Li
Affiliations: Tencent AI Lab, Shenzhen, China; John Hopcroft Center for Computer Science, Shanghai Jiao Tong University, Shanghai, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Probabilistic Imputation for Time-series Classification with Missing Data
Authors: SeungHyun Kim, Hyunsu Kim, EungGu Yun, Hwangrae Lee, Jaehun Lee, Juho Lee
Affiliations: Kim Jaechul Graduate School of AI, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea; AITRICS, Seoul, South Korea; Saige Research, Seoul, South Korea; Samsung Research, Seoul, South Korea
Conference: icml 2023 (main track)
Decision: Poster
Title: Efficient displacement convex optimization with particle gradient descent
Authors: Hadi Daneshmand, Jason D. Lee, Chi Jin
Affiliations: Department of Electrical and Computer Engineering at Princeton University; 1. Laboratory for Information and Decision Systems, MIT; 2. Foundations of Data Science Institute (FODSI); 3. Hariri Institute for Computing and Computational Science and Engineering, Boston University
Conference: icml 2023 (main track)
Decision: Poster
Title: MEWL: Few-shot multimodal word learning with referential uncertainty
Authors: Guangyuan Jiang, Manjie Xu, Shiji Xin, Wei Liang, Yujia Peng, Chi Zhang, Yixin Zhu
Affiliations: National Key Laboratory of General Artificial Intelligence, Beijing Institute for General Artificial Intelligence; School of Computer Science & Technology, Beijing Institute of Technology; Institute for AI, Peking University; National Key Laboratory of General Artificial Intelligence, Beijing Institute for General Artificial Intelligence; School of Psychological and Cognitive Sciences, Beijing Key Laboratory of Behavior and Mental Health, Peking University; School of EECS, Peking University; National Key Laboratory of General Artificial Intelligence, Beijing Institute for General Artificial Intelligence; School of Computer Science & Technology, Beijing Institute of Technology; Yangtze Delta Region Academy of Beijing Institute of Technology, Jiaxing; Institute for AI, Peking University; Yuanpei College, Peking University; National Key Laboratory of General Artificial Intelligence, Beijing Institute for General Artificial Intelligence; Institute for AI, Peking University
Conference: icml 2023 (main track)
Decision: Poster
Title: Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining
Authors: Zekun Qi, Runpei Dong, Guofan Fan, Zheng Ge, Xiangyu Zhang, Kaisheng Ma, Li Yi
Affiliations: Xi'an Jiaotong University, MEGVII Technology†; IIISCT, MEGVII Technology; MEGVII Technology, Tsinghua University; MEGVII Technology; Tsinghua University; Tsinghua University, Shanghai AI Laboratory, Shanghai Qi Zhi Institute; Xi'an Jiaotong University, IIISCT, MEGVII Technology
Conference: icml 2023 (main track)
Decision: Poster
Title: Efficiently predicting high resolution mass spectra with graph neural networks
Authors: Michael Murphy, Stefanie Jegelka, Ernest Fraenkel, Tobias Kind, David Healey, Thomas Butler
Affiliations: Computer Science and Artificial Intelligence Laboratory, MIT, Cambridge, MA, USA; Computer Science and Artificial Intelligence Laboratory, MIT, Cambridge, MA, USA; Enveda Biosciences, Boulder, CO, USA; Enveda Biosciences, Boulder, CO, USA; Department of Biological Engineering, MIT, Cambridge, MA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: ReLOAD: Reinforcement Learning with Optimistic Ascent-Descent for Last-Iterate Convergence in Constrained MDPs
Authors: Ted Moskovitz, Brendan O'Donoghue, Vivek Veeriah, Sebastian Flennerhag, Satinder Singh, Tom Zahavy
Affiliations: Gatsby Unit, UCL; DeepMind
Conference: icml 2023 (main track)
Decision: Poster
Title: Trajectory-Aware Eligibility Traces for Off-Policy Reinforcement Learning
Authors: Brett Daley, Martha White, Christopher Amato, Marlos C. Machado
Affiliations: Khoury College of Computer Sciences, Northeastern University, Boston, MA, USA; Department of Computing Science, University of Alberta, Edmonton, AB, Canada; Alberta Machine Intelligence Institute; Canada CIFAR AI Chair
Conference: icml 2023 (main track)
Decision: Poster
Title: Learning Intuitive Policies Using Action Features
Authors: Mingwei Ma, Jizhou Liu, Samuel Sokota, Max Kleiman-Weiner, Jakob Foerster
Affiliations: Harvard University; Carnegie Mellon University; Booth School of Business, University of Chicago; Ubiquant Investment, work done while at University of Chicago; FLAIR, University of Oxford
Conference: icml 2023 (main track)
Decision: Poster
Title: Feature Directions Matter: Long-Tailed Learning via Rotated Balanced Representation
Authors: Gao Peifeng, Qianqian Xu, Peisong Wen, Zhiyong Yang, Huiyang Shao, Qingming Huang
Affiliations: School of Computer Science and Technology, UCAS, Beijing, China; Key Laboratory of Intelligent Information Processing, Inst. of Comput. Tech., CAS, Beijing, China; State Key Laboratory of Info. Security (SKLOIS), Inst. of Info. Engin., CAS, Beijing, China
Conference: icml 2023 (main track)
Decision: Poster