hunoutl/paperlists huggingface dataset:
Title: GEAR: A GPU-Centric Experience Replay System for Large Reinforcement Learning Models
Authors: Hanjing Wang, Man-Kit Sit, Congjie He, Ying Wen, Weinan Zhang, Jun Wang, Yaodong Yang, Luo Mai
Affiliations: Peking University; University College London; Shanghai Jiao Tong University; University of Edinburgh
Conference: icml 2023 (main track)
Decision: Poster
Title: FedAvg Converges to Zero Training Loss Linearly for Overparameterized Multi-Layer Neural Networks
Authors: Bingqing Song, Prashant Khanduri, Xinwei Zhang, Jinfeng Yi, Mingyi Hong
Affiliations: Wayne State University; University of Minnesota, Twin Cities; JD AI Research-Shanghai
Conference: icml 2023 (main track)
Decision: Poster
Title: Learning Lightweight Object Detectors via Multi-Teacher Progressive Distillation
Authors: Shengcao Cao, Mengtian Li, James Hays, Deva Ramanan, Yu-Xiong Wang, Liang-Yan Gui
Affiliations: University of Illinois Urbana-Champaign; Georgia Institute of Technology; Carnegie Mellon University
Conference: icml 2023 (main track)
Decision: Poster
Title: Generalized Teacher Forcing for Learning Chaotic Dynamics
Authors: Florian Hess, Zahra Monfared, Manuel Brenner, Daniel Durstewitz
Affiliations: Department of Theoretical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany; Faculty of Physics and Astronomy, Heidelberg University, Heidelberg, Germany; Cluster of Excellence STRUCTURES, Heidelberg University, Heidelberg, Germany; Department of Theoretical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany; Faculty of Physics and Astronomy, Heidelberg University, Heidelberg, Germany; Interdisciplinary Center for Scientific Computing, Heidelberg University, Heidelberg, Germany; Faculty of Physics and Astronomy, Heidelberg University, Heidelberg, Germany; Cluster of Excellence STRUCTURES, Heidelberg University, Heidelberg, Germany; Department of Theoretical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany; Cluster of Excellence STRUCTURES, Heidelberg University, Heidelberg, Germany
Conference: icml 2023 (main track)
Decision: Oral
Title: A Framework for Adapting Offline Algorithms to Solve Combinatorial Multi-Armed Bandit Problems with Bandit Feedback
Authors: Guanyu Nie, Yididiya Y Nadew, Yanhui Zhu, Vaneet Aggarwal, Christopher John Quinn
Affiliations: Computer Science Department, Iowa State University, Ames, IA, USA; School of IE and School of ECE, Purdue University, West Lafayette, IN, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Structural Re-weighting Improves Graph Domain Adaptation
Authors: Shikun Liu, Tianchun Li, Yongbin Feng, Nhan Tran, Han Zhao, Qiu Qiang, Pan Li
Affiliations: Fermi National Accelerator Laboratory, Batavia, U.S.A; Department of Computer Science, University of Illinois Urbana-Champaign, Champaign, U.S.A; Department of Electrical and Computer Engineering, Purdue University, West Lafayette, U.S.A; Department of Electrical and Computer Engineering, Georgia Institute of Technology, Georgia, U.S.A
Conference: icml 2023 (main track)
Decision: Poster
Title: Moderately Distributional Exploration for Domain Generalization
Authors: Rui Dai, Yonggang Zhang, Zhen Fang, Bo Han, Xinmei Tian
Affiliations: Australian Artificial Intelligence Institute, University of Technology Sydney, Sydney, Australia; Department of Computer Science, Hong Kong Baptist University, HongKong, China; University of Science and Technology of China, Hefei, China; University of Science and Technology of China, Hefei, China; Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Entity Divider with Language Grounding in Multi-Agent Reinforcement Learning
Authors: Ziluo Ding , Wanpeng Zhang, Junpeng Yue, Xiangjun Wang, Tiejun Huang, Zongqing Lu
Affiliations: Beijing Academy of Artificial Intelligence; School of Computer Science, Peking University; inspir.ai
Conference: icml 2023 (main track)
Decision: Poster
Title: Grounding Large Language Models in Interactive Environments with Online Reinforcement Learning
Authors: Thomas Carta, Clément Romac, Thomas Wolf, Sylvain Lamprier, Olivier Sigaud, Pierre-Yves Oudeyer
Affiliations: Hugging Face; Univ Angers, LERIA, SFR MATHSTIC, F-49000 Angers, France; Inria (Flowers), University of Bordeaux, France; Sorbonne University, ISIR, Paris, France
Conference: icml 2023 (main track)
Decision: Poster
Title: Active Ranking of Experts Based on their Performances in Many Tasks
Authors: El Mehdi Saad, Nicolas Verzelen, Alexandra Carpentier
Affiliations: INRAE, Mistea, Institut Agro, Univ Montpellier, Montpellier, France; Institut für Mathematik, Universität Potsdam, Germany
Conference: icml 2023 (main track)
Decision: Oral
Title: Improving the Model Consistency of Decentralized Federated Learning
Authors: Yifan Shi, Li Shen, Kang Wei, Yan Sun, Bo Yuan, Xueqian Wang, Dacheng Tao
Affiliations: The University of Sydney, Australia; Tsinghua University, Shenzhen, China; JD Explore Academy, Beijing, China; Hong Kong Polytechnic University, Hong Kong, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Last Switch Dependent Bandits with Monotone Payoff Functions
Authors: Ayoub Foussoul, Vineet Goyal, Orestis Papadigenopoulos, Assaf Zeevi
Affiliations: Graduate School of Business, Columbia University, New York, USA; Industrial Engineering and Operations Research, Columbia University, New York, USA; Data Science Institute, Columbia University, New York, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Gradient Descent Monotonically Decreases the Sharpness of Gradient Flow Solutions in Scalar Networks and Beyond
Authors: Itai Kreisler, Mor Shpigel Nacson, Daniel Soudry, Yair Carmon
Affiliations: Department of Computer Science, Tel Aviv University, Israel; Department of Electrical Engineering, Technion, Israel
Conference: icml 2023 (main track)
Decision: Poster
Title: Semi-Offline Reinforcement Learning for Optimized Text Generation
Authors: Changyu Chen, Xiting Wang, Yiqiao Jin, Victor Ye Dong, Li Dong, Jie Cao, Yi Liu, Rui Yan
Affiliations: Georgia Institute of Technology, Atlanta, USA; Microsoft, Redmond, USA; Microsoft Research Asia, Beijing, China; Gaoling School of Artificial Intelligence, Renmin University of China, Beijing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Linear optimal partial transport embedding
Authors: Yikun Bai, Ivan Vladimir Medri, Rocio Diaz Martin, Rana Muhammad Shahroz Khan, Soheil Kolouri
Affiliations: Department of Mathematics, Vanderbilt University, Nashville, TN 37240, USA; Department of Computer Science, Vanderbilt University, Nashville, TN 37240, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: End-to-End Multi-Object Detection with a Regularized Mixture Model
Authors: Jaeyoung Yoo, Hojun Lee, Seunghyeon Seo, Inseop Chung, Nojun Kwak
Affiliations: Department of Intelligence and Information Science, Seoul National University; NAVER WEBTOON AI; Interdisciplinary Program in Artificial Intelligence, Seoul National University
Conference: icml 2023 (main track)
Decision: Poster
Title: Mitigating Memorization of Noisy Labels by Clipping the Model Prediction
Authors: Hongxin Wei, Huiping Zhuang, Renchunzi Xie, Lei Feng, Gang Niu, Bo An, Yixuan Li
Affiliations: University of Wisconsin-Madison; RIKEN AIP; Southern University of Science and Technology. Work done while working at UW-Madison as a visiting scholar.; Nanyang Technological University; South China University of Technology
Conference: icml 2023 (main track)
Decision: Poster
Title: Rotation and Translation Invariant Representation Learning with Implicit Neural Representations
Authors: Sehyun Kwon, Joo Young Choi, Ernest K. Ryu
Affiliations: Interdisciplinary Program in Articifial Intelligence, Seoul National University and Department of Mathematical Sciences, Seoul National University; Interdisciplinary Program in Articifial Intelligence, Seoul National University; Department of Mathematical Sciences, Seoul National University
Conference: icml 2023 (main track)
Decision: Poster
Title: Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks
Authors: Louis Béthune, Paul Novello, Guillaume Coiffier, Thibaut Boissin, Mathieu Serrurier, Quentin Vincenot, Andres Troya-Galvis
Affiliations: Université de Lorraine, CNRS, Inria, LORIA; Thales Alénia Space; IRIT, Université Paul Sabatier; DEEL, IRT Saint Exupéry
Conference: icml 2023 (main track)
Decision: Poster
Title: Random Grid Neural Processes for Parametric Partial Differential Equations
Authors: Arnaud Vadeboncoeur, Ieva Kazlauskaite, Yanni Papandreou, Fehmi Cirak, Mark Girolami, Ömer Deniz Akyildiz
Affiliations: Department of Engineering, University of Cambridge; Department of Mathematics, Imperial College London; Department of Mathematics, Imperial College London; The Alan Turing Institute
Conference: icml 2023 (main track)
Decision: Poster
Title: Loss Balancing for Fair Supervised Learning
Authors: Mohammad Mahdi Khalili, Xueru Zhang, Mahed Abroshan
Affiliations: Optum Labs, London, UK; Alan Turing Institute, London, UK (Work done while at); Yahoo Research, NYC, NY; The Ohio State University, Columbus, OH (Visiting Professor); The Ohio State University, Columbus, OH
Conference: icml 2023 (main track)
Decision: Poster
Title: Naive imputation implicitly regularizes high-dimensional linear models
Authors: Alexis Ayme, Claire Boyer, Aymeric Dieuleveut, Erwan Scornet
Affiliations: Sorbonne Université, CNRS, Laboratoire de Probabilités, Statistique et Modélisation (LPSM), F-75005 Paris, France; CMAP, UMR7641, Ecole Polytechnique, IP Paris, 91128 Palaiseau, France
Conference: icml 2023 (main track)
Decision: Poster
Title: Learning Subpocket Prototypes for Generalizable Structure-based Drug Design
Authors: Zaixi Zhang, Qi Liu
Affiliations: 1. Anhui Province Key Lab of Big Data Analysis and Application, University of Science and Technology of China 2. State Key Laboratory of Cognitive Intelligence; 1. Anhui Province Key Lab of Big Data Analysis and Application, University of Science and Technology of China 2. State Key Laboratory of Cognitive Intelligence. Correspondence to: Qi Liu <qiliuql@ustc.edu.cn>
Conference: icml 2023 (main track)
Decision: Poster
Title: Variational Autoencoding Neural Operators
Authors: Jacob H. Seidman, Georgios Kissas, George J. Pappas, Paris Perdikaris
Affiliations: 2. Department of Mechanical Engineering and Applied Mechanics, University of Pennsylvania, Philadelphia, USA; 1. Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, USA 2. Department of Mechanical Engineering and Applied Mechanics, University of Pennsylvania, Philadelphia, USA; 1. Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: The Numerical Stability of Hyperbolic Representation Learning
Authors: Gal Mishne, Zhengchao Wan, Yusu Wang, Sheng Yang
Affiliations: Halıcıoğlu Data Science Institute, University of California San Diego, La Jolla, California, USA; Harvard John A. Paulson School of Engineering and Applied Science, Harvard University, Cambridge, Massachusetts, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Memory-Based Meta-Learning on Non-Stationary Distributions
Authors: Tim Genewein, Grégoire Delétang, Anian Ruoss, Li Kevin Wenliang, Elliot Catt, Vincent Dutordoir, Jordi Grau-Moya, Laurent Orseau, Marcus Hutter, Joel Veness
Affiliations: DeepMind, University of Cambridge; DeepMind
Conference: icml 2023 (main track)
Decision: Poster
Title: Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees
Authors: Faisal Hamman, Erfaun Noorani, Saumitra Mishra,  Daniele Magazzeni, Sanghamitra Dutta
Affiliations: Department of Electrical and Computer Engineering, University of Maryland, College Park; JP Morgan Chase AI Research
Conference: icml 2023 (main track)
Decision: Poster
Title: Stein Variational Goal Generation for adaptive Exploration in Multi-Goal Reinforcement Learning
Authors: Nicolas Castanet, Olivier Sigaud, Sylvain Lamprier
Affiliations: Sorbonne Université, ISIR, Paris, France; Univ Angers, LERIA, SFR MATHSTIC, F-49000 Angers, France
Conference: icml 2023 (main track)
Decision: Poster
Title: Robust Situational Reinforcement Learning in Face of Context Disturbances
Authors: Jinpeng Zhang, Yufeng Zheng, Chuheng Zhang, Li Zhao, Lei Song, Yuan Zhou, Jiang Bian
Affiliations: Department of Mathematical Sciences, Tsinghua University; Yau Mathematical Sciences Center and Department of Mathematical Sciences, Tsinghua University; Microsoft Research Asia; Microsoft
Conference: icml 2023 (main track)
Decision: Poster
Title: On the Identifiability and Estimation of Causal Location-Scale Noise Models
Authors: Alexander Immer, Christoph Schultheiss, Julia Vogt, Bernhard Schölkopf, Peter Bühlmann, Alexander Marx
Affiliations: Department of Computer Science, ETH Zurich, Switzerland; Max Planck Institute for Intelligent Systems, Tübingen, Germany; Seminar for Statistics, ETH Zurich, Switzerland; Department of Computer Science, ETH Zurich, Switzerland; Max Planck Institute for Intelligent Systems, Tübingen, Germany; AI Center, ETH Zurich, Switzerland
Conference: icml 2023 (main track)
Decision: Poster
Title: Social learning spontaneously emerges by searching optimal heuristics with deep reinforcement learning
Authors: Seungwoong Ha, Hawoong Jeong
Affiliations: 1. Department of Physics, Korea Advanced Institute of Science and Technology, Daejeon 34141, South Korea; 2. School of Computational Sciences, Korea Institute for Advanced Study, Seoul 02455, South Korea; 1. Department of Physics, Korea Advanced Institute of Science and Technology, Daejeon 34141, South Korea; 3. Center for Complex Systems, Korea Advanced Institute of Science and Technology, Daejeon 34141, South Korea
Conference: icml 2023 (main track)
Decision: Poster
Title: The Benefits of Mixup for Feature Learning
Authors: Difan Zou, Yuan Cao, Yuanzhi Li, Quanquan Gu
Affiliations: Department of Computer Science & Institute of Data Science, The University of Hong Kong; Department of Statistics and Actuarial Science & Department of Mathematics, The University of Hong Kong; Department of Computer Science, University of California, Los Angeles; Machine Learning Department, Carnegie Mellon University
Conference: icml 2023 (main track)
Decision: Poster
Title: On the Complexity of Bayesian Generalization
Authors: Yu-Zhe Shi, Manjie Xu, John E. Hopcroft, Kun He, Joshua B. Tenenbaum, Song-Chun Zhu, Ying Nian Wu, Wenjuan Han, Yixin Zhu
Affiliations: MIT; Beijing Jiaotong University, CUPK; Peking University, National Key Laboratory of General Artificial Intelligence, BIGAI; Huazhong University of Science and Technology; Cornell University; UCLA
Conference: icml 2023 (main track)
Decision: Poster
Title: Muse: Text-To-Image Generation via Masked Generative Transformers
Authors: Huiwen Chang, Han Zhang, Jarred Barber, AJ Maschinot, José Lezama, Lu Jiang, Ming-Hsuan Yang, Kevin Murphy, William T. Freeman, Michael Rubinstein, Yuanzhen Li, Dilip Krishnan
Affiliations: Google Research
Conference: icml 2023 (main track)
Decision: Poster
Title: Structured Cooperative Learning with Graphical Model Priors
Authors: Shuangtong Li, Tianyi Zhou, Xinmei Tian, Dacheng Tao
Affiliations: University of Maryland, College Park; University of Science and Technology of China; The University of Sydney; Institute of Artificial Intelligence, Hefei Comprehensive National Science Center
Conference: icml 2023 (main track)
Decision: Poster
Title: Preprocessors Matter! Realistic Decision-Based Attacks on Machine Learning Systems
Authors: Chawin Sitawarin, Florian Tramèr, Nicholas Carlini
Affiliations: Department of Computer Science, University of California, Berkeley, USA. Work partially done while the author was at Google.; ETH Zürich, Zürich, Switzerland.; Google DeepMind, Mountain View, USA.
Conference: icml 2023 (main track)
Decision: Poster
Title: Dimensionality Reduction for General KDE Mode Finding
Authors: Xinyu Luo, Christopher Musco, Cas Widdershoven
Affiliations: Department of Computer Science, Purdue University, Indiana, USA; Tandon School of Engineering, New York University, New York, USA; State Key Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences, Beijing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Sparse Learning of Dynamical Systems in RKHS: An Operator-Theoretic Approach
Authors: Boya Hou, Sina Sanjari , Nathan Dahlin, Subhonmesh Bose, Umesh Vaidya
Affiliations: Department of Electrical and Computer Engineering at the University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA; Department of Mechanical Engineering, Clemson University, Clemson SC, 29634, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: GuardHFL: Privacy Guardian for Heterogeneous Federated Learning
Authors: Hanxiao Chen, Meng Hao, Hongwei Li, Kangjie Chen, Guowen Xu, Tianwei Zhang, Xilin Zhang
Affiliations: University of Electronic Science and Technology of China, China; Nanyang Technological University, Singapore
Conference: icml 2023 (main track)
Decision: Poster
Title: Addressing Budget Allocation and Revenue Allocation in Data Market Environments Using an Adaptive Sampling Algorithm
Authors: Boxin Zhao, Boxiang Lyu, Raul Castro Fernandez, Mladen Kolar
Affiliations: Department of Computer Science, University of Chicago, Chicago, IL, USA; Booth School of Business, University of Chicago, Chicago, IL, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Evaluating Unsupervised Denoising Requires Unsupervised Metrics
Authors: Adrià Marcos Morales, Matan Leibovich, Sreyas Mohan, Joshua Lawrence Vincent, Piyush Haluai, Mai Tan, Peter Crozier, Carlos Fernandez-Granda
Affiliations: Center for Data Science, New York University, New York, NY; Courant Institute of Mathematical Sciences, New York University, New York, NY; Courant Institute of Mathematical Sciences, New York University, New York, NY; Center for Data Science, New York University, New York, NY; Centre de Formaci `oria Superior, Universitat Polit `ecnica de Catalunya, Barcelona, Spain; Radiomics Group, Vall d’Hebron Institute of Oncology, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain; Center for Data Science, New York University, New York, NY; School for Engineering of Matter, Transport & Energy, Arizona State University, Tempe, AZ
Conference: icml 2023 (main track)
Decision: Poster
Title: Understanding Backdoor Attacks through the Adaptability Hypothesis
Authors: Xun Xian, Ganghua Wang, Jayanth Srinivasa, Ashish Kundu, Xuan Bi, Mingyi Hong, Jie Ding
Affiliations: School of Statistics, University of Minnesota; Department of ECE, University of Minnesota; Cisco Research; Carlson School of Management, University of Minnesota
Conference: icml 2023 (main track)
Decision: Poster
Title: Unveiling The Mask of Position-Information Pattern Through the Mist of Image Features
Authors: Chieh Hubert Lin, Hung-Yu Tseng, Hsin-Ying Lee, Maneesh Kumar Singh, Ming-Hsuan Yang
Affiliations: University of California, Merced, USA; Comcast, USA; Snap Inc., USA; Meta Platforms, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: dugMatting: Decomposed-Uncertainty-Guided Matting
Authors: Jiawei Wu, Changqing Zhang, Zuoyong Li, Huazhu Fu, Xi Peng, Joey Tianyi Zhou
Affiliations: College of Computer Science, Sichuan University, Chengdu, China; Centre for Frontier AI Research (CFAR), Agency for Science, Technology and Research (A*STAR), Singapore; College of Mechanical and Electrical Engineering, Fujian Agriculture and Forestry University, Fuzhou, China; College of Intelligence and Computing, Tianjin University, Tianjin, China; Fujian Provincial Key Laboratory of Information Processing and Intelligent Control, Minjiang University, Fuzhou, China; Institute of High Performance Computing, Agency for Science, Technology and Research, Singapore
Conference: icml 2023 (main track)
Decision: Poster
Title: Metagenomic Binning using Connectivity-constrained Variational Autoencoders
Authors: Andre Lamurias, Alessandro Tibo, Katja Hose, Mads Albertsen, Thomas Dyhre Nielsen
Affiliations: Department of Computer Science, Aalborg University, Aalborg, Denmark; Center for Microbial Communities, Aalborg University, Aalborg, Denmark; Department of Computer Science, Aalborg University, Aalborg, Denmark; NOV A LINCS, NOV A School of Science and Technology, Lisbon, Portugal; Institute of Logic and Computation, TU Wien, Vienna, Austria
Conference: icml 2023 (main track)
Decision: Poster
Title: Fast Algorithms for Distributed k-Clustering with Outliers
Authors: Junyu Huang, Qilong Feng, Ziyun Huang, Jinhui Xu, Jianxin Wang
Affiliations: School of Computer Science and Engineering, Central South University, Changsha 410083, China; Xiangjiang Laboratory, Changsha 410205, China; The Hunan Provincial Key Lab of Bioinformatics, Central South University, Changsha 410083, China; Department of Computer Science and Engineering, State University of New York at Buffalo, NY, USA; Department of Computer Science and Software Engineering, Penn State Erie, the Behrend College; School of Computer Science and Engineering, Central South University, Changsha 410083, China; Xiangjiang Laboratory, Changsha 410205, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Reconstructive Neuron Pruning for Backdoor Defense
Authors: Yige Li, Xixiang Lyu, Xingjun Ma, Nodens Koren, Lingjuan Lyu, Bo Li, Yu-Gang Jiang
Affiliations: University of Illinois at Urbana–Champaign; Fudan University; University of Copenhagen; Xidian University; Sony AI
Conference: icml 2023 (main track)
Decision: Poster
Title: Efficient preconditioned stochastic gradient descent for estimation in latent variable models
Authors: Charlotte Baey, Maud Delattre, Estelle Kuhn, Jean-Benoist Leger, Sarah Lemler
Affiliations: Université Paris-Saclay, CentraleSupélec, Mathématiques et Informatique pour la Complexité et les Systèmes, 91190, Gif-sur-Yvette, France; Université Paris-Saclay, INRAE, MaIAGE, 78350, Jouy-en-Josas, France; Univ. Lille, CNRS, UMR 8524 - Laboratoire Paul Painlevé, F-59000 Lille, France; Université de technologie de Compiègne, CNRS, Heudiasyc, Compiègne, France
Conference: icml 2023 (main track)
Decision: Poster
Title: Progressive Purification for Instance-Dependent Partial Label Learning
Authors: Ning Xu, Biao Liu, Jiaqi Lv, Congyu Qiao, Xin Geng
Affiliations: School of Computer Science and Engineering, Southeast University, Nanjing, China; RIKEN Center for Advanced Intelligence Project, Tokyo 103-0027, Japan
Conference: icml 2023 (main track)
Decision: Poster
Title: End-to-end Differentiable Clustering with Associative Memories
Authors: Bishwajit Saha, Dmitry Krotov, Mohammed J. Zaki, Parikshit Ram
Affiliations: IBM Research, Yorktown Heights, NY, USA; MIT-IBM Watson AI Lab, IBM Research, Cambridge, MA, USA; CS Department, Rensselaer Polytechnic Institute, Troy, NY, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: B-Learner: Quasi-Oracle Bounds on Heterogeneous Causal Effects Under Hidden Confounding
Authors: Miruna Oprescu, Jacob Dorn, Marah Ghoummaid, Andrew Jesson, Nathan Kallus, Uri Shalit
Affiliations: Princeton University; Cornell University and Cornell Tech; OATML, University of Oxford; Technion, Israel Institute of Technology
Conference: icml 2023 (main track)
Decision: Poster
Title: Probabilistic Attention-to-Influence Neural Models for Event Sequences
Authors: Xiao Shou, Debarun Bhattacharjya, Tian Gao, Dharmashankar Subramanian, Oktie Hassanzadeh, Kristin P. Bennett
Affiliations: IBM AI Research, Yorktown Heights, NY, USA; Rensselaer Polytechnic Institute, Troy, NY, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption
Authors: Seewoo Lee , Garam Lee, Jung Woo Kim, Junbum Shin, Mun-Kyu Lee
Affiliations: CryptoLab Inc., Seoul, South Korea; Inha University, Incheon, South Korea
Conference: icml 2023 (main track)
Decision: Oral