hunoutl/paperlists huggingface dataset:
Title: Coordinated Dynamic Bidding in Repeated Second-Price Auctions with Budgets
Authors: Yurong Chen, Qian Wang, Zhijian Duan, Haoran Sun, Zhaohua Chen, Xiang Yan, Xiaotie Deng
Affiliations: Center for Multi-Agent Research, Institute for AI, Peking University, Beijing, China; Center on Frontiers of Computing Studies, School of Computer Science, Peking University, Beijing, China; Huawei TCS Lab, Shanghai, China; School of Computer Science, Peking University, Beijing, China; Peking University, Beijing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: LazyGNN: Large-Scale Graph Neural Networks via Lazy Propagation
Authors: Rui Xue, Haoyu Han, MohamadAli Torkamani, Jian Pei, Xiaorui Liu
Affiliations: Amazon, US (this work does not relate to the author’s position at Amazon); Duke University, Durham, US; North Carolina State University, Raleigh, US; Michigan State University, East Lansing, US
Conference: icml 2023 (main track)
Decision: Poster
Title: DoMo-AC: Doubly Multi-step Off-policy Actor-Critic Algorithm
Authors: Yunhao Tang*, Tadashi Kozuno*, Mark Rowland, Anna Harutyunyan, Rémi Munos, Bernardo Ávila Pires, Michal Valko
Affiliations: Omron Sinic X; Google DeepMind
Conference: icml 2023 (main track)
Decision: Poster
Title: Diversity-enhancing Generative Network for Few-shot Hypothesis Adaptation
Authors: Ruijiang Dong, Feng Liu, Haoang Chi, Tongliang Liu, Mingming Gong, Gang Niu, Masashi Sugiyama, Bo Han
Affiliations: Graduate School of Frontier Sciences, The University of Tokyo; School of Mathematics and Statistics, The University of Melbourne; Department of Computer Science, Hong Kong Baptist University; Tianjin Artificial Intelligence Innovation Center; Center for Advanced Intelligence Project, RIKEN; Mohamed bin Zayed University of Artificial Intelligence
Conference: icml 2023 (main track)
Decision: Poster
Title: Finding Generalization Measures by Contrasting Signal and Noise
Authors: Jiaye Teng, Bohang Zhang, Ruichen Li, Haowei He, Yequan Wang, Yan Tian, Yang Yuan
Affiliations: Beijing Academy of Artificial Intelligence, Beijing, China; Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing, China; Shanghai Artificial Intelligence Laboratory; Shanghai Qi Zhi Institute; Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing, China; Peking University, Beijing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: TIDE: Time Derivative Diffusion for Deep Learning on Graphs
Authors: Maysam Behmanesh, Maximilian Krahn, Maks Ovsjanikov
Affiliations: LIX, Ecole polytechnique, IP Paris, France; LIX, Ecole polytechnique, IP Paris, France; Aalto University, Finland
Conference: icml 2023 (main track)
Decision: Poster
Title: StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis
Authors: Axel Sauer, Tero Karras, Samuli Laine, Andreas Geiger, Timo Aila
Affiliations: University of Tübingen, Tübingen AI Center; NVIDIA
Conference: icml 2023 (main track)
Decision: Oral
Title: Can Neural Network Memorization Be Localized?
Authors: Pratyush Maini, Michael C. Mozer, Hanie Sedghi, Zachary C. Lipton, J. Zico Kolter, Chiyuan Zhang
Affiliations: Google Research, Mountain View, CA; School of Computer Science, Carnegie Mellon University
Conference: icml 2023 (main track)
Decision: Poster
Title: The Catalog Problem: Clustering and Ordering Variable-Sized Sets
Authors: Mateusz Jurewicz, Graham W. Taylor, Leon Derczynski
Affiliations: IT University of Copenhagen, Department of Computer Science, Copenhagen, Denmark; University of Washington, Seattle, USA; Vector Institute for Artificial Intelligence, Toronto, Canada; University of Guelph, Guelph, Canada; Tjek A/S, Copenhagen, Denmark; Vector Institute for Artificial Intelligence, Toronto, Canada; IT University of Copenhagen, Department of Computer Science, Copenhagen, Denmark
Conference: icml 2023 (main track)
Decision: Poster
Title: Disentangled Generative Models for Robust Prediction of System Dynamics
Authors: Stathi Fotiadis, Mario Lino, Shunlong Hu, Stef Garasto, Chris D Cantwell, Anil Anthony Bharath 
Affiliations: School of Computing and Mathematical Sciences, University of Greenwich, London, UK; Department of Aeronautics, Imperial College London, UK; Department of Bioengineering, Imperial College London, UK
Conference: icml 2023 (main track)
Decision: Poster
Title: Homomorphism AutoEncoder --- Learning Group Structured Representations from Observed Transitions
Authors: Hamza Keurti, Hsiao-Ru Pan, Michel Besserve, Benjamin Grewe, Bernhard Schölkopf
Affiliations: Max Planck Institute for Intelligent Systems, Tübingen, Germany; Institute of Neuroinformatics, ETH Zürich, Switzerland; Max Planck ETH Center for Learning Systems; Max Planck Institute for Intelligent Systems, Tübingen, Germany; Institute of Neuroinformatics, ETH Zürich, Switzerland
Conference: icml 2023 (main track)
Decision: Poster
Title: Towards Omni-generalizable Neural Methods for Vehicle Routing Problems
Authors: Jianan Zhou, Yaoxin Wu, Wen Song, Zhiguang Cao, Jie Zhang
Affiliations: School of Computing and Information Systems, Singapore Management University, Singapore; Department of Information Systems, Eindhoven University of Technology, The Netherlands; Institute of Marine Science and Technology, Shandong University, China; School of Computer Science and Engineering, Nanyang Technological University, Singapore
Conference: icml 2023 (main track)
Decision: Poster
Title: On the Importance of Feature Decorrelation for Unsupervised Representation Learning in Reinforcement Learning
Authors: Hojoon Lee, Koanho Lee, Dongyoon Hwang, Hyunho Lee, Byungkun Lee, Jaegul Choo
Affiliations: KAIST; KaKao Enterprise
Conference: icml 2023 (main track)
Decision: Poster
Title: On Regularization and Inference with Label Constraints
Authors: Kaifu Wang, Hangfeng He, Tin D. Nguyen, Piyush Kumar, Dan Roth
Affiliations: Massachusetts Institute of Technology, Cambridge, MA, USA; University of Pennsylvania, Philadelphia, PA, USA; Systems and Technology Research, Woburn, MA USA; University of Rochester, Rochester, NY, USA (Part of the work done while at the University of Pennsylvania.)
Conference: icml 2023 (main track)
Decision: Poster
Title: Bayesian Estimation of Differential Privacy
Authors: Santiago Zanella-Béguelin, Lukas Wutschitz, Shruti Tople, Ahmed Salem, Victor Rühle, Andrew Paverd, Mohammad Naseri, Boris Köpf, Daniel Jones
Affiliations: University College London, London, UK; Microsoft, Cambridge, UK
Conference: icml 2023 (main track)
Decision: Poster
Title: Kernel Sufficient Dimension Reduction and Variable Selection for Compositional Data via Amalgamation
Authors: Junyoung Park, Jeongyoun Ahn, Cheolwoo Park
Affiliations: Department of Industrial & Systems Engineering, KAIST, Daejeon, Korea; Department of Mathematical Sciences, KAIST, Daejeon, Korea
Conference: icml 2023 (main track)
Decision: Poster
Title: High Probability Convergence of Stochastic Gradient Methods
Authors: Zijian Liu, Ta Duy Nguyen, Thien Hang Nguyen, Alina Ene, Huy L. Nguyen
Affiliations: Department of Computer Science, Boston University; Stern School of Business, New York University; Khoury College of Computer Sciences, Northeastern University
Conference: icml 2023 (main track)
Decision: Poster
Title: Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal
Authors: Emanuele Marconato, Gianpaolo Bontempo, Elisa Ficarra, Simone Calderara, Andrea Passerini, Stefano Teso
Affiliations: CIMeC, University of Trento, Italy; University of Pisa, Italy; University of Modena and Reggio Emilia, Italy; University of Modena and Reggio Emilia, Italy; University of Pisa, Italy; DISI, University of Trento, Italy; DISI, University of Trento, Italy
Conference: icml 2023 (main track)
Decision: Poster
Title: Target-based Surrogates for Stochastic Optimization
Authors: Jonathan Wilder Lavington, Sharan Vaswani, Reza Babanezhad, Mark Schmidt, Nicolas Le Roux
Affiliations: Simon Fraser University; Samsung - SAIT AI Lab, Montreal; Microsoft Research, Canada CIFAR AI Chair (MILA); University of British Columbia; University of British Columbia, Canada CIFAR AI Chair (Amii)
Conference: icml 2023 (main track)
Decision: Poster
Title: Understanding Self-Predictive Learning for Reinforcement Learning
Authors: Yunhao Tang, Zhaohan Daniel Guo, Pierre Harvey Richemond, Bernardo Ávila Pires, Yash Chandak, Rémi Munos, Mark Rowland, Mohammad Gheshlaghi Azar, Charline Le Lan, Clare Lyle, András György, Shantanu Thakoor, Will Dabney, Bilal Piot, Daniele Calandriello, Michal Valko
Affiliations: Google DeepMind; University of Oxford; University of Massachusetts
Conference: icml 2023 (main track)
Decision: Poster
Title: Provable Data Subset Selection For Efficient Neural Networks Training
Authors: Murad Tukan *, Samson Zhou, Alaa Maalouf, Daniela Rus, Vladimir Braverman, Dan Feldman
Affiliations: CSAIL, MIT, Cambridge, USA; DataHeroes, Israel; Department of Computer Science, Rice University; Department of Computer Science, University of Haifa, Israel
Conference: icml 2023 (main track)
Decision: Poster
Title: Private Statistical Estimation of Many Quantiles
Authors: Clément Lalanne, Aurélien Garivier, Rémi Gribonval
Affiliations: Univ Lyon, EnsL, UCBL, CNRS, Inria, LIP, F-69342, LYON Cedex 07, France; Univ. Lyon, ENS de Lyon, UMPA UMR 5669, 46 all ´ee d’Italie, F-69364 Lyon cedex 07
Conference: icml 2023 (main track)
Decision: Poster
Title: Nonparametric Iterative Machine Teaching
Authors: Chen Zhang, Xiaofeng Cao, Weiyang Liu, Ivor W. Tsang, James T. Kwok
Affiliations: Max Planck Institute for Intelligent Systems, Tübingen, Germany; Hong Kong University of Science and Technology; School of Artificial Intelligence, Jilin University, China; Centre for Frontier AI Research and Institute of High Performance Computing, A*STAR, Singapore
Conference: icml 2023 (main track)
Decision: Poster
Title: Gaussian processes at the Helm(holtz): A more fluid model for ocean currents
Authors: Renato Berlinghieri, Brian L. Trippe, David R. Burt, Ryan Giordano, Kaushik Srinivasan, Tamay Özgökmen, Junfei Xia, Tamara Broderick
Affiliations: Department of Ocean Sciences, Rosenstiel School of Marine and Atmospheric Science, University of Miami; Department of Statistics, Columbia University; Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology; Department of Atmospheric and Oceanic Sciences, UCLA
Conference: icml 2023 (main track)
Decision: Poster
Title: Detecting Adversarial Data by Probing Multiple Perturbations Using Expected Perturbation Score
Authors: Shuhai Zhang, Feng Liu, Jiahao Yang, Yifan Yang, Changsheng Li, Bo Han, Mingkui Tan
Affiliations: School of Software Engineering, South China University of Technology, China; The University of Melbourne; Department of Computer Science, Hong Kong Baptist University; School of Software Engineering, South China University of Technology, China; Key Laboratory of Big Data and Intelligent Robot, Ministry of Education, China; School of Software Engineering, South China University of Technology, China; Pazhou Laboratory, China; Beijing Institute of Technology, Beijing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations
Authors: Gengchen Mai, Ni Lao, Yutong He, Jiaming Song, Stefano Ermon
Affiliations: Google Inc, USA; Department of Computer Science, Stanford University, USA; Machine Learning Department, Carnegie Mellon University, USA; Department of Computer Science, Stanford University, USA; Spatially Explicit Artificial Intelligence Lab, Department of Geography, University of Georgia, USA; Department of Computer Science, Stanford University, USA; School of Computing, University of Georgia, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Multi-task Hierarchical Adversarial Inverse Reinforcement Learning
Authors: Jiayu Chen, Dipesh Tamboli, Tian Lan, Vaneet Aggarwal
Affiliations: Department of Electrical and Computer Engineering, George Washington University, Washington DC 20052, USA; Department of Computer Science and AI Initiative, King Abdullah University of Science and Technology, Thuwal 23955, KSA; School of Industrial Engineering, Purdue University, West Lafayette, IN 47907, USA; Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Fast Excess Risk Rates via Offset Rademacher Complexity
Authors: Chenguang Duan, Yuling Jiao, Lican Kang, Xiliang Lu, Jerry Zhijian Yang
Affiliations: Center for Quantitative Medicine, Duke-NUS Medical School, Singapore; School of Mathematics and Statistics, Wuhan University, Wuhan, 430072, P.R. China; Hubei National Center for Applied Mathematics, Wuhan University, Wuhan, 430072, P.R. China; Hubei Key Laboratory of Computational Science, Wuhan University, Wuhan, 430072, P.R. China
Conference: icml 2023 (main track)
Decision: Poster
Title: Explainability as statistical inference
Authors: Hugo Henri Joseph Senetaire, Damien Garreau, Jes Frellsen, Pierre-Alexandre Mattei
Affiliations: Universit é Côte d’Azur, Inria, Maasai, LJAD, CNRS, Nice, France; Department of Applied Mathematics and Computer Science, Technical University of Denmark, Denmark
Conference: icml 2023 (main track)
Decision: Poster
Title: COLA: Orchestrating Error Coding and Learning for Robust Neural Network Inference Against Hardware Defects
Authors: Anlan Yu, Ning Lyu, Jieming Yin, Zhiyuan Yan, Wujie Wen
Affiliations: Department of Electrical and Computer Engineering, Lehigh University, Bethlehem, USA; School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU
Authors: Ying Sheng, Lianmin Zheng, Binhang Yuan, Zhuohan Li, Max Ryabinin, Beidi Chen, Percy Liang, Christopher Ré, Ion Stoica, Ce Zhang
Affiliations: Yandex; Stanford University; Meta; ETH Zurich; UC Berkeley
Conference: icml 2023 (main track)
Decision: Oral
Title: Collaborative Multi-Agent Heterogeneous Multi-Armed Bandits
Authors: Ronshee Chawla, Daniel Vial, Sanjay Shakkottai, R. Srikant
Affiliations: Chandra Family Department of Electrical and Computer Engineering, University of Texas, Austin, TX, USA; Department of Electrical and Computer Engineering, University of Illinois, Urbana-Champaign, IL, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Synthetic Prompting: Generating Chain-of-Thought Demonstrations for Large Language Models
Authors: Zhihong Shao, Yeyun Gong, Yelong Shen, Minlie Huang, Nan Duan, Weizhu Chen
Affiliations: Microsoft Research Asia; Microsoft Azure AI; Tsinghua University
Conference: icml 2023 (main track)
Decision: Poster
Title: Interpolation for Robust Learning: Data Augmentation on Wasserstein Geodesics
Authors: Jiacheng Zhu, Jielin Qiu, Aritra Guha, Zhuolin Yang, XuanLong Nguyen, Bo Li, Ding Zhao
Affiliations: Data Science & AI Research, AT&T Chief Data Office; University of Illinois at Urbana-Champaign; Carnegie Mellon University; University of Michigan Ann Arbor
Conference: icml 2023 (main track)
Decision: Poster
Title: DDGR: Continual Learning with Deep Diffusion-based Generative Replay
Authors: Rui Gao, Weiwei Liu
Affiliations: School of Computer Science, National Engineering Research Center for Multimedia Software, Institute of Artificial Intelligence and Hubei Key Laboratory of Multimedia and Network Communication Engineering, Wuhan University, Wuhan, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling
Authors: Kolby Nottingham, Prithviraj Ammanabrolu, Alane Suhr, Yejin Choi, Hannaneh Hajishirzi, Sameer Singh, Roy Fox
Affiliations: Department of Computer Science, University of California Irvine, Irvine, CA, United States; Allen Institute for Artificial Intelligence, Seattle, WA, United States; Paul G. Allen School of Computer Science, Seattle, WA, United States
Conference: icml 2023 (main track)
Decision: Poster
Title: Continuous Spatiotemporal Transformer
Authors: Antonio Henrique de Oliveira Fonseca, Emanuele Zappala, Josue Ortega Caro, David van Dijk
Affiliations: Department of Neuroscience, Yale University, New Haven, CT, USA; Wu Tsai Institute, Yale University, New Haven, CT, USA; Interdepartmental Neuroscience Program, Yale University, New Haven, CT, USA; Department of Computer Science, Yale University, New Haven, CT, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Using Perturbation to Improve Goodness-of-Fit Tests based on Kernelized Stein Discrepancy
Authors: Xing Liu, Andrew B. Duncan, Axel Gandy
Affiliations: Department of Mathematics, Imperial College London, London, UK; Department of Mathematics, Imperial College London, London, UK; Alan Turing Institute, London, UK
Conference: icml 2023 (main track)
Decision: Poster
Title: Semi Bandit dynamics in Congestion Games: Convergence to Nash Equilibrium and No-Regret Guarantees.
Authors: Ioannis Panageas, Stratis Skoulakis, Luca Viano, Xiao Wang, Volkan Cevher
Affiliations: Donald Bren School of Information and Computer Science, University of California Irvine, Irvine, California, USA; Institute of Theoretical Computer Science, Shanghai University of Finance and Economics, Shanghai, China; Laboratory for Information and Inference Systems, IEM STI, Ecole Polytechnique Federale de Lausanne, Lausanne, Vaud, Switzerland
Conference: icml 2023 (main track)
Decision: Oral
Title: Neural Latent Aligner: Cross-trial Alignment for Learning Representations of Complex, Naturalistic Neural Data
Authors: Cheol Jun Cho, Edward F. Chang, Gopala K. Anumanchipalli
Affiliations: Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, Berkeley, CA, USA; Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA; Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, Berkeley, CA, USA; Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Optimal Convergence Rates for Agnostic Nyström Kernel Learning
Authors: Jian Li, Yong Liu, Weiping Wang
Affiliations: Gaoling School of Artiﬁcial Intelligence, Renmin University of China, Beijing, China; Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Neural Inverse Operators for Solving PDE Inverse Problems
Authors: Roberto Molinaro, Yunan Yang, Björn Engquist, Siddhartha Mishra
Affiliations: Seminar for Applied Mathematics (SAM), ETH, Zürich; ETH AI Center, ETH, Zürich; Institute for Theoretical Studies (ITS), ETH Zürich; Department of Mathematics and the Oden Institute, The University of Texas at Austin, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: One-vs-the-Rest Loss to Focus on Important Samples in Adversarial Training
Authors: Sekitoshi Kanai, Shin'ya Yamaguchi, Masanori Yamada, Hiroshi Takahashi, Kentaro Ohno, Yasutoshi Ida
Affiliations: Kyoto University, Kyoto, Japan; NTT, Tokyo, Japan
Conference: icml 2023 (main track)
Decision: Poster
Title: Critical Points and Convergence Analysis of Generative Deep Linear Networks Trained with Bures-Wasserstein Loss
Authors: Pierre Bréchet, Katerina Papagiannouli, Jing An, Guido Montúfar
Affiliations: Departments of Mathematics and Statistics, UCLA, Los Angeles, CA, USA; Department of Mathematics, Duke University, Durham, NC, USA; Max Planck Institute for Mathematics in the Sciences, Leipzig, Germany
Conference: icml 2023 (main track)
Decision: Poster
Title: Equivariant Architectures for Learning in Deep Weight Spaces
Authors: Aviv Navon, Aviv Shamsian, Idan Achituve, Ethan Fetaya, Gal Chechik, Haggai Maron
Affiliations: Bar-Ilan University, Ramat Gan, Israel; Nvidia, Tel-Aviv, Israel
Conference: icml 2023 (main track)
Decision: Oral
Title: Reachability-Aware Laplacian Representation in Reinforcement Learning
Authors: Kaixin Wang, Kuangqi Zhou, Jiashi Feng, Bryan Hooi, Xinchao Wang
Affiliations: Institute of Data Science, National University of Singapore, Singapore; ByteDance, Singapore; Department of Electrical and Computer Engineering, National University of Singapore, Singapore
Conference: icml 2023 (main track)
Decision: Poster
Title: LoSparse: Structured Compression of Large Language Models based on Low-Rank and Sparse Approximation
Authors: Yixiao Li, Yifan Yu, Qingru Zhang, Chen Liang, Pengcheng He, Weizhu Chen, Tuo Zhao
Affiliations: Georgia Institute of Technology, Atlanta, USA; Microsoft Azure AI, Bellevue, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: One-Shot Federated Conformal Prediction
Authors: Pierre Humbert, Batiste Le Bars, Aurélien Bellet, Sylvain Arlot
Affiliations: Universit´e Lille, Inria, CNRS, Centrale Lille, UMR 9189, CRIStAL, F-59000 Lille; Universit´e Paris-Saclay, CNRS, Inria, Laboratoire de math´ematiques d’Orsay, 91405, Orsay, France
Conference: icml 2023 (main track)
Decision: Poster
Title: Self-supervised Neural Factor Analysis for Disentangling Utterance-level Speech Representations
Authors: Weiwei Lin, Chenhang He, Man-Wai Mak, Youzhi Tu
Affiliations: Dept. of Computing, The Hong Kong Polytechnic University, Hong Kong SAR, China.; Dept. of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hong Kong SAR, China.
Conference: icml 2023 (main track)
Decision: Poster
Title: Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation
Authors: Siddharth Nayak, Kenneth Choi, Wenqi Ding, Sydney Dolan, Karthik Gopalakrishnan, Hamsa Balakrishnan
Affiliations: Stanford University, Stanford, USA; Massachusetts Institute of Technology, Cambridge, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Neural FIM for learning Fisher information metrics from point cloud data
Authors: Oluwadamilola Fasina, Guillaume Huguet, Alexander Tong, Yanlei Zhang, Guy Wolf, Maximilian Nickel, Ian Adelstein, Smita Krishnaswamy
Affiliations: FAIR, Meta AI; Department of Computer Science, Yale University, New Haven, CT, USA; Department of Genetics, Yale University, New Haven, CT, USA; Applied Math Program, Yale University, New Haven, CT, USA; Mila - Quebec AI Institute, Montreal, QC, Canada; Department of Mathematics and Statistics, Universit ´e de Montr ´eal, Montreal, QC, Canada; Department of Computer Science and Operations Research, Universit ´e de Montr ´eal, Montreal, QC, Canada; Department of Math, Yale University, New Haven, CT, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Learning GFlowNets From Partial Episodes For Improved Convergence And Stability
Authors: Kanika Madan, Jarrid Rector-Brooks, Maksym Korablyov, Emmanuel Bengio, Moksh Jain, Andrei Nica, Tom Bosc, Yoshua Bengio, Nikolay Malkin
Affiliations: Recursion; Mila – Quebec AI Institute, Université de Montréal, CIFAR Fellow; Politehnica University of Bucharest; Mila – Quebec AI Institute, Université de Montréal
Conference: icml 2023 (main track)
Decision: Oral
Title: Bandit Online Linear Optimization with Hints and Queries
Authors: Aditya Bhaskara, Ashok Cutkosky, Ravi Kumar, Manish Purohit
Affiliations: Boston University, Boston, MA, USA; University of Utah, Salt Lake City, UT, USA; Google Research, Mountain View, CA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Patch-level Contrastive Learning via Positional Query for Visual Pre-training
Authors: Shaofeng Zhang, Qiang Zhou, Zhibin Wang, Fan Wang, Junchi Yan
Affiliations: Alibaba Group; Department of CSE, and MoE Key Lab of Artificial Intelligence, Shanghai Jiao Tong University
Conference: icml 2023 (main track)
Decision: Poster