hunoutl/paperlists huggingface dataset:
Title: From Hypergraph Energy Functions to Hypergraph Neural Networks
Authors: Yuxin Wang, Quan Gan, Xipeng Qiu, Xuanjing Huang, David Wipf
Affiliations: School of Computer Science, Fudan University; Shanghai Collaborative Innovation Center of Intelligent Visual Computing; Amazon; School of Computer Science, Fudan University; Peng Cheng Laboratory; School of Computer Science, Fudan University; Institute of Modern Languages and Linguistics, Fudan University
Conference: icml 2023 (main track)
Decision: Poster
Title: Pricing Experimental Design: Causal Effect, Expected Revenue and Tail Risk
Authors: David Simchi-Levi, Chonghuan Wang
Affiliations: Laboratory for Information & Decision Systems, MIT; Department of Civil and Environmental Engineering, MIT; Center for Computational Science and Engineering, MIT; Laboratory for Information & Decision Systems, MIT; Institute for Data, Systems, and Society, MIT; Operations Research Center, MIT; Department of Civil and Environmental Engineering, MIT
Conference: icml 2023 (main track)
Decision: Poster
Title: Robust Consensus in Ranking Data Analysis: Definitions, Properties and Computational Issues
Authors: Morgane Goibert, Clément Calauzènes, Ekhine Irurozki, Stephan Clémençon
Affiliations: T´el´ecom Paris, Paris, France; Criteo AI Lab, Paris, France
Conference: icml 2023 (main track)
Decision: Poster
Title: Likelihood Adjusted Semidefinite Programs for Clustering Heterogeneous Data
Authors: Yubo Zhuang, Xiaohui Chen, Yun Yang
Affiliations: Department of Statistics, University of Illinois at Urbana-Champaign; Department of Statistics, University of Illinois at Urbana-Champaign; Department of Mathematics, University of Southern California
Conference: icml 2023 (main track)
Decision: Poster
Title: Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation
Authors: Wenqing Zheng, S P Sharan, Ajay Kumar Jaiswal, Kevin Wang, Yihan Xi, Dejia Xu, Zhangyang Wang
Affiliations: VITA Group, The University of Texas At Austin, Austin, TX, US
Conference: icml 2023 (main track)
Decision: Poster
Title: Variational Open-Domain Question Answering
Authors: Valentin Liévin, Andreas Geert Motzfeldt, Ida Riis Jensen, Ole Winther
Affiliations: Section for Cognitive Systems, Technical University of Denmark, Denmark; Section for Cognitive Systems, Technical University of Denmark, Denmark; FindZebra, Denmark; Center for Genomic Medicine, Rigshospitalet, Copenhagen University Hospital, Denmark; Bioinformatics Centre, Department of Biology, University of Copenhagen, Denmark
Conference: icml 2023 (main track)
Decision: Poster
Title: Differentially Private Hierarchical Clustering with Provable Approximation Guarantees
Authors: Jacob Imola, Alessandro Epasto, Mohammad Mahdian, Vincent Cohen-Addad, Vahab Mirrokni
Affiliations: Google, New York City, USA; Department of Computer Science and Engineering, UCSD, La Jolla, USA
Conference: icml 2023 (main track)
Decision: Oral
Title: Federated Linear Contextual Bandits with User-level Differential Privacy
Authors: Ruiquan Huang, Huanyu Zhang, Luca Melis, Milan Shen, Meisam Hejazinia, Jing Yang
Affiliations: Meta, USA; Google, USA; School of EECS, The Pennsylvania State University, University Park, PA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Modality-Agnostic Variational Compression of Implicit Neural Representations
Authors: Jonathan Richard Schwarz, Jihoon Tack, Yee Whye Teh, Jaeho Lee, Jinwoo Shin
Affiliations: POSTECH; DeepMind, University College London; KAIST; DeepMind
Conference: icml 2023 (main track)
Decision: Poster
Title: Evolving Semantic Prototype Improves Generative Zero-Shot Learning
Authors: Shiming Chen, Wenjin Hou, Ziming Hong, Xiaohan Ding, Yibing Song, Xinge You, Tongliang Liu, Kun Zhang
Affiliations: 2Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE4University of Sydney, Sydey, Australia; 3Huazhong University of Science and Technology, Wuhan, China; 1Carnegie Mellon University, Pittsburgh PA, USA2Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE; 6AI3Institute, Fudan University, China; 5Tencent AI LAB, Shenzhen, China; 4University of Sydney, Sydey, Australia
Conference: icml 2023 (main track)
Decision: Poster
Title: Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding
Authors: Kenton Lee, Mandar Joshi, Iulia Turc, Hexiang Hu, Fangyu Liu, Julian Eisenschlos, Urvashi Khandelwal, Peter Shaw, Ming-Wei Chang, Kristina Toutanova
Affiliations: University of Cambridge; succinctly.ai; Google Research
Conference: icml 2023 (main track)
Decision: Oral
Title: Shedding a PAC-Bayesian Light on Adaptive Sliced-Wasserstein Distances
Authors: Ruben Ohana, Kimia Nadjahi, Alain Rakotomamonjy, Liva Ralaivola
Affiliations: Flatiron Institute, USA; Criteo AI Lab, France; MIT, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Regression with Label Permutation in Generalized Linear Model
Authors: Guanhua Fang Ping Li, School of Management, Fudan University LinkedIn Ads,  670 Guoshun Road, Shanghai 200433, China   700 Bellevue Way NE, Bellevue, WA 98004, USA ,   fanggh@fudan.edu.cn  pinli@linkedin.com  
Affiliations: LinkedIn Ads, 700 Bellevue Way NE, Bellevue, WA 98004, USA; School of Management, Fudan University, Shanghai 200433, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Alternating Local Enumeration (TnALE): Solving Tensor Network Structure Search with Fewer Evaluations
Authors: Chao Li, Junhua Zeng, Chunmei Li, Cesar Caiafa, Qibin Zhao
Affiliations: RIKEN-AIP, Tokyo, Japan; School of Automation, Guangdong University of Technology, Guangzhou, China; Instituto Argentino de Radioastronomía, CONICET CCT La Plata/CIC-PBA/UNLP, V. Elisa, ARGENTINA; College of Information and Communication Engineering, Harbin Engineering University, Harbin, China
Conference: icml 2023 (main track)
Decision: Poster
Title: When do Minimax-fair Learning and Empirical Risk Minimization Coincide?
Authors: Harvineet Singh*, Matthäus Kleindessner, Volkan Cevher, Rumi Chunara, Chris Russell
Affiliations: New York University, New York, USA; Amazon Web Services, T¨ubingen, Germany; ´Ecole Polytechnique F ´ed´erale de Lausanne, Lausanne, Switzerland
Conference: icml 2023 (main track)
Decision: Poster
Title: Better Training of GFlowNets with Local Credit and Incomplete Trajectories
Authors: Ling Pan, Nikolay Malkin, Dinghuai Zhang, Yoshua Bengio
Affiliations: Mila – Quebec AI Institute and Université de Montréal, CIFAR; Mila – Quebec AI Institute and Université de Montréal
Conference: icml 2023 (main track)
Decision: Poster
Title: Open-VCLIP: Transforming CLIP to an Open-vocabulary Video Model via Interpolated Weight Optimization
Authors: Zejia Weng, Xitong Yang, Ang Li, Zuxuan Wu, Yu-Gang Jiang
Affiliations: 1. Shanghai Key Laboratory of Intelligent Information Processing, School of Computer Science, Fudan University; 2. Shanghai Collaborative Innovation Center of Intelligent Visual Computing; angli.ai; Meta AI
Conference: icml 2023 (main track)
Decision: Poster
Title: MG-GNN: Multigrid Graph Neural Networks for Learning Multilevel Domain Decomposition Methods
Authors: Ali Taghibakhshi, Nicolas Nytko, Tareq Uz Zaman, Scott MacLachlan, Luke N. Olson, Matthew West
Affiliations: Department of Mechanical Science and Engineering, University of Illinois at Urbana-Champaign; Scientific Computing Program, Memorial University of Newfoundland; Department of Computer Science, University of Illinois at Urbana-Champaign; Department of Mathematics and Statistics, Memorial University of Newfoundland
Conference: icml 2023 (main track)
Decision: Poster
Title: TIPS: Topologically Important Path Sampling for Anytime Neural Networks
Authors: Guihong Li, Kartikeya Bhardwaj, Yuedong Yang, Radu Marculescu
Affiliations: Department of ECE, The University of Texas at Austin, Austin, TX; Qualcomm AI Research, San Diego, CA; work done while at Arm, Inc.
Conference: icml 2023 (main track)
Decision: Poster
Title: Abstracting Imperfect Information Away from Two-Player Zero-Sum Games
Authors: Samuel Sokota, Ryan D'Orazio, Chun Kai Ling, David J. Wu, J. Zico Kolter, Noam Brown
Affiliations: Mila, Université de Montréal; Carnegie Mellon University; Meta AI; Carnegie Mellon University, Bosch Center for AI
Conference: icml 2023 (main track)
Decision: Poster
Title: Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling
Authors: Stella Biderman, Hailey Schoelkopf, Quentin Anthony, Herbie Bradley, Kyle O'Brien, Eric Hallahan, Mohammad Aflah Khan, Shivanshu Purohit, USVSN Sai Prashanth, Edward Raff, Aviya Skowron, Lintang Sutawika, Oskar van der Wal
Affiliations: Institute for Logic, Language and Computation, University of Amsterdam, Netherlands; Stability AI; Booz Allen Hamilton, McLean, USA; EleutherAI; University of Cambridge, UK; Indraprastha Institute of Information Technology Delhi, India; Yale University, New Haven, USA; EleutherAI, Booz Allen Hamilton, McLean, USA; Datasaur.ai, USA
Conference: icml 2023 (main track)
Decision: Oral
Title: Generalization Analysis for Contrastive Representation Learning
Authors: Yunwen Lei, Tianbao Yang, Yiming Ying, Ding-Xuan Zhou
Affiliations: School of Mathematics and Statistics, University of Sydney; Department of Mathematics and Statistics, State University of New York at Albany; Department of Mathematics, The University of Hong Kong; Department of Computer Science and Engineering, Texas A&M University
Conference: icml 2023 (main track)
Decision: Poster
Title: Contextual Combinatorial Bandits with Probabilistically Triggered Arms
Authors: Xutong Liu, Jinhang Zuo, Siwei Wang, John C.S. Lui, Mohammad Hajiesmaili, Adam Wierman, Wei Chen
Affiliations: California Institute of Technology, CA, United States; University of Massachusetts Amherst, MA, United States; Microsoft Research, Beijing, China; The Chinese University of Hong Kong, Hong Kong SAR, China
Conference: icml 2023 (main track)
Decision: Poster
Title: On Bridging the Gap between Mean Field and Finite Width Deep Random Multilayer Perceptron with Batch Normalization
Authors: Amir Joudaki, Hadi Daneshmand, Francis Bach
Affiliations: Department of Computer Science, ETH Zurich; Laboratory for Information and Decision Systems (LIDS), MIT; Foundation of Data Science Institute (FODSI); Hariri Institute for Computing and Computational Science and Engineering, Boston University; INRIA-ENS-PSL Paris
Conference: icml 2023 (main track)
Decision: Poster
Title: Adaptive Whitening in Neural Populations with Gain-modulating Interneurons
Authors: Lyndon R. Duong, David Lipshutz, David J. Heeger, Dmitri B. Chklovskii, Eero P. Simoncelli
Affiliations: Center for Neural Science, New York University; Center for Computational Neuroscience, Flatiron Institute; Neuroscience Institute, NYU School of Medicine; Center for Computational Neuroscience, Flatiron Institute; Center for Neural Science, New York University; Center for Computational Neuroscience, Flatiron Institute
Conference: icml 2023 (main track)
Decision: Poster
Title: FedDisco: Federated Learning with Discrepancy-Aware Collaboration
Authors: Rui Ye, Mingkai Xu, Jianyu Wang, Chenxin Xu, Siheng Chen, Yanfeng Wang
Affiliations: Shanghai AI Laboratory, Shanghai, China; Carnegie Mellon University, Pittsburgh, PA, USA; Cooperative Medianet Innovation Center, Shanghai Jiao Tong University, Shanghai, China; Shanghai AI Laboratory, Shanghai, China; Cooperative Medianet Innovation Center, Shanghai Jiao Tong University, Shanghai, China
Conference: icml 2023 (main track)
Decision: Poster
Title: NeRFool: Uncovering the Vulnerability of Generalizable Neural Radiance Fields against Adversarial Perturbations
Authors: Yonggan Fu, Ye Yuan, Souvik Kundu, Shang Wu, Shunyao Zhang, Yingyan (Celine) Lin
Affiliations: School of Computer Science, Georgia Institute of Technology, USA; Rice University, USA; Intel Labs, San Diego, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: SLAMB: Accelerated Large Batch Training with Sparse Communication
Authors: Hang Xu, Wenxuan Zhang, Jiawei Fei, Yuzhe Wu, TingWen Xie, Jun Huang, Yuchen Xie, Mohamed Elhoseiny, Panos Kalnis
Affiliations: King Abdullah University of Science and Technology, Thuwal, Kingdom of Saudi Arabia; Meituan, Beijing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: NerfDiff: Single-image View Synthesis with NeRF-guided Distillation from 3D-aware Diffusion
Authors: Jiatao Gu, Alex Trevithick, Kai-En Lin, Josh Susskind, Christian Theobalt, Lingjie Liu, Ravi Ramamoorthi
Affiliations: Apple; University of California, San Diego; Max Planck Institute for Informatics, Germany; University of Pennsylvania
Conference: icml 2023 (main track)
Decision: Poster
Title: Variational Sparse Inverse Cholesky Approximation for Latent Gaussian Processes via Double Kullback-Leibler Minimization
Authors: Jian Cao, Myeongjong Kang, Felix Jimenez, Huiyan Sang, Florian Schäfer, Matthias Katzfuss
Affiliations: School of Computational Science and Engineering, Georgia Institute of Technology, Atlanta, GA, USA; Department of Statistics, Texas A&M University, College Station, TX, USA; Department of Statistics and Institute of Data Science, Texas A&M University, College Station, TX, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Detecting Out-of-distribution Data through In-distribution Class Prior
Authors: Xue Jiang, Feng Liu, Zhen Fang, Hong Chen, Tongliang Liu, Feng Zheng, Bo Han
Affiliations: University of Melbourne; Department of Computer Science, Hong Kong Baptist University; Mohamed bin Zayed University of Artificial Intelligence; Department of Computer Science and Engineering, Southern University of Science and Technology; College of Informatics, Huazhong Agricultural University
Conference: icml 2023 (main track)
Decision: Poster
Title: FusionRetro: Molecule Representation Fusion via In-Context Learning for Retrosynthetic Planning
Authors: Songtao Liu, Zhengkai Tu, Minkai Xu, Zuobai Zhang, Lu Lin, Rex Ying, Jian Tang, Peilin Zhao, Dinghao Wu
Affiliations: Yale University; Pennsylvania State University; Stanford University; Massachusetts Institute of Technology; Mila - Quebec AI Institute; Tencent AI Lab
Conference: icml 2023 (main track)
Decision: Poster
Title: Fully Bayesian Autoencoders with Latent Sparse Gaussian Processes
Authors: Ba-Hien Tran, Babak Shahbaba, Stephan Mandt, Maurizio Filippone
Affiliations: Department of Data Science, EURECOM, France; Departments of Statistics and Computer Science, University of California, Irvine, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Emergence of Sparse Representations from Noise
Authors: Trenton Bricken, Rylan Schaeffer, Bruno Olshausen, Gabriel Kreiman
Affiliations: Systems, Synthetic and Quantitative Biology, Harvard University; Computer Science, Stanford University; Redwood Center for Theoretical Neuroscience, University of California, Berkeley; Programs in Biophysics and Neuroscience, Harvard Medical School
Conference: icml 2023 (main track)
Decision: Poster
Title: The SSL Interplay: Augmentations, Inductive Bias, and Generalization
Authors: Vivien Cabannes, Bobak T. Kiani, Randall Balestriero, Yann LeCun, Alberto Bietti
Affiliations: Meta AI, New York, NY, USA; MIT Department of Electrical Engineering and Computer Science, Cambridge, MA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Git-Theta: A Git Extension for Collaborative Development of Machine Learning Models
Authors: Nikhil Kandpal, Brian Lester, Mohammed Muqeeth, Anisha Mascarenhas, Monty Evans, Vishal Baskaran, Tenghao Huang, Haokun Liu, Colin Raffel
Affiliations: Department of Computer Science, University of North Carolina, Chapel Hill, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: On the Convergence of Federated Averaging with Cyclic Client Participation
Authors: Yae Jee Cho, Pranay Sharma, Gauri Joshi, Zheng Xu, Satyen Kale, Tong Zhang
Affiliations: Hong Kong University of Science and Technology, Hong Kong; Carnegie Mellon University, USA; Google Research, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Image generation with shortest path diffusion
Authors: Ayan Das, Stathi Fotiadis, Anil Batra, Farhang Nabiei, FengTing Liao, Sattar Vakili, Da-shan Shiu, Alberto Bernacchia
Affiliations: School of Informatics, University of Edinburgh, Edinburgh, UK; Department of Bioengineering, Imperial College London, London, UK; MediaTek Research, Cambourne, UK
Conference: icml 2023 (main track)
Decision: Poster
Title: Sequential Underspecified Instrument Selection for Cause-Effect Estimation
Authors: Elisabeth Ailer, Jason Hartford, Niki Kilbertus
Affiliations: MILA - Quebec Artificial Intelligence Institute, Montreal, Quebec, Canada; Recursion, Montreal Quebec Canada; HelmholtzAI, Helmholtz Munich, Munich, Germany; School of Computation, Information and Technology, Technical University Munich, Munich, Germany; HelmholtzAI, Helmholtz Munich, Munich, Germany; School of Computation, Information and Technology, Technical University Munich, Munich, Germany; Munich Center for Machine Learning, Munich, Germany
Conference: icml 2023 (main track)
Decision: Oral
Title: A Model-Based Method for Minimizing CVaR and Beyond
Authors: Si Yi Meng, Robert M. Gower
Affiliations: Department of Computer Science, Cornell University, Ithaca, NY, USA; Center for Computational Mathematics, Flatiron Institute, New York, NY, USA; Center for Computational Mathematics, Flatiron Institute, New York, NY, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Fighting Fire with Fire: Contrastive Debiasing without Bias-free Data via Generative Bias-transformation
Authors: Yeonsung Jung, Hajin Shim, June Yong Yang, Eunho Yang
Affiliations: Graduate School of AI, Korea Advanced Institute of Science and Technology (KAIST), Seoul, South Korea; AITRICS, Seoul, South Korea; Graduate School of AI, Korea Advanced Institute of Science and Technology (KAIST), Seoul, South Korea
Conference: icml 2023 (main track)
Decision: Poster
Title: Offline Meta Reinforcement Learning with In-Distribution Online Adaptation
Authors: Jianhao Wang, Jin Zhang, Haozhe Jiang, Junyu Zhang, Liwei Wang, Chongjie Zhang
Affiliations: Huazhong University of Science and Technology; Institute for Interdisciplinary Information Sciences, Tsinghua University; Institute of Artificial Intelligence, Peking University
Conference: icml 2023 (main track)
Decision: Poster
Title: Fast, Differentiable and Sparse Top-k: a Convex Analysis Perspective
Authors: Michael E. Sander, Joan Puigcerver, Josip Djolonga, Gabriel Peyré, Mathieu Blondel
Affiliations: Ecole Normale Supérieure; CNRS; Google Research, Brain team
Conference: icml 2023 (main track)
Decision: Poster
Title: UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers
Authors: Dachuan Shi, Chaofan Tao, Ying Jin, Zhendong Yang, Chun Yuan, Jiaqi Wang
Affiliations: The University of Hong Kong; Shanghai AI Laboratory; The Chinese University of Hong Kong; Tsinghua University
Conference: icml 2023 (main track)
Decision: Poster
Title: On Pre-Training for Visuo-Motor Control: Revisiting a Learning-from-Scratch Baseline
Authors: Nicklas Hansen, Zhecheng Yuan, Yanjie Ze, Tongzhou Mu, Aravind Rajeswaran, Hao Su, Huazhe Xu, Xiaolong Wang
Affiliations: Shanghai Qi Zhi Institute; Shanghai Jiao Tong University; Tsinghua University; Meta AI; University of California San Diego
Conference: icml 2023 (main track)
Decision: Poster
Title: Convergence of Proximal Point and Extragradient-Based Methods Beyond Monotonicity: the Case of Negative Comonotonicity
Authors: Eduard Gorbunov, Adrien Taylor, Samuel Horváth, Gauthier Gidel
Affiliations: INRIA & D.I. École Normale Supérieure, CNRS & PSL Research University, France; Mohamed bin Zayed University of Artificial Intelligence, UAE; Moscow Institute of Physics and Technology, Russia; Université de Montréal and Mila, Canada; Canada CIFAR AI Chair; Université de Montréal and Mila, Canada
Conference: icml 2023 (main track)
Decision: Poster
Title: A Critical Revisit of Adversarial Robustness in 3D Point Cloud Recognition with Diffusion-Driven Purification
Authors: Jiachen Sun, Jiongxiao Wang, Weili Nie, Zhiding Yu, Z. Morley Mao, Chaowei Xiao
Affiliations: Arizona State University, AZ, USA; University of Michigan, Ann Arbor, MI, USA; University of Wisconsin, Madison, WI, USA; NVIDIA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Learning Representations without Compositional Assumptions
Authors: Tennison Liu, Jeroen Berrevoets, Zhaozhi Qian, Mihaela van der Schaar
Affiliations: DAMTP, University of Cambridge, Cambridge, UK; Alan Turing Institute, London, UK; DAMTP, University of Cambridge, Cambridge, UK
Conference: icml 2023 (main track)
Decision: Poster
Title: Gradient-based Wang--Landau Algorithm: A Novel Sampler for Output Distribution of Neural Networks over the Input Space
Authors: Weitang Liu, Yi-Zhuang You, Ying Wai Li, Jingbo Shang
Affiliations: Department of Physics, University of California, San Diego, La Jolla, USA; Computer, Computational, and Statistical Sciences Division, Los Alamos National Laboratory, USA; Department of Computer Science Engineering, University of California, San Diego, La Jolla, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Meta Learning of Interface Conditions for Multi-Domain Physics-Informed Neural Networks
Authors: Shibo Li, Michael Penwarden, Yiming Xu, Conor Tillinghast, Akil Narayan, Robert Kirby, Shandian Zhe
Affiliations: Department of Mathematics, University of Utah; Scientific Computing and Imaging (SCI) Institute, University of Utah; Kahlert School of Computing, University of Utah
Conference: icml 2023 (main track)
Decision: Poster
Title: Brainformers: Trading Simplicity for Efficiency
Authors: Yanqi Zhou, Nan Du, Yanping Huang, Daiyi Peng, Chang Lan, Da Huang, Siamak Shakeri, David So, Andrew Dai, Yifeng Lu, Zhifeng Chen, Quoc Le, Claire Cui, James Laudon, Jeff Dean
Affiliations: Google Deepmind
Conference: icml 2023 (main track)
Decision: Poster
Title: Mastering the Unsupervised Reinforcement Learning Benchmark from Pixels
Authors: Sai Rajeswar, Pietro Mazzaglia, Tim Verbelen, Alexandre Piché, Bart Dhoedt, Aaron Courville, Alexandre Lacoste
Affiliations: Mila, Université de Montréal; ServiceNow Research; Ghent University - imec, Belgium
Conference: icml 2023 (main track)
Decision: Oral
Title: Fundamental Limits of Two-layer Autoencoders, and Achieving Them with Gradient Methods
Authors: Aleksandr Shevchenko, Kevin Kögler, Hamed Hassani, Marco Mondelli
Affiliations: Department of Electrical and Systems Engineering, University of Pennsylvania, USA; ISTA, Klosterneuburg, Austria
Conference: icml 2023 (main track)
Decision: Oral
Title: Revisiting Over-smoothing and Over-squashing Using Ollivier-Ricci Curvature
Authors: Khang Nguyen, Hieu Nong, Vinh Nguyen, Nhat Ho, Stanley Osher, Tan Nguyen
Affiliations: Department of Mathematics, University of California, Los Angeles, USA; FPT Software AI Center, Vietnam; Department of Statistics and Data Sciences, University of Texas at Austin, USA; FPT Software AI Center, Vietnam; Faculty of Mathematics and Computer Science, University of Science, Vietnam National University Ho Chi Minh City, Vietnam; Department of Mathematics, National University of Singapore, Singapore
Conference: icml 2023 (main track)
Decision: Poster
Title: Vector Quantized Wasserstein Auto-Encoder
Authors: Tung-Long Vuong, Trung Le, He Zhao, Chuanxia Zheng, Mehrtash Harandi, Jianfei Cai, Dinh Phung
Affiliations: 1Monash University, Australia 2Vinai, Vietnam; 4University of Oxford, United Kingdom; 1Monash University, Australia; 3CSIRO’s Data61, Australia
Conference: icml 2023 (main track)
Decision: Poster
Title: Beyond Lipschitz Smoothness: A Tighter Analysis for Nonconvex Optimization
Authors: Zhengmian Hu, Xidong Wu, Heng Huang
Affiliations: 1Department of Computer Science, University of Maryland, College Park, MD, USA; 2Department of Electrical and Computer Engineering, University of Pittsburgh, Pittsburgh, PA, USA; 1Department of Computer Science, University of Maryland, College Park, MD, USA; 2Department of Electrical and Computer Engineering, University of Pittsburgh, Pittsburgh, PA, USA
Conference: icml 2023 (main track)
Decision: Poster