hunoutl/paperlists huggingface dataset:
Title: NUNO: A General Framework for Learning Parametric PDEs with Non-Uniform Data
Authors: Songming Liu, Zhongkai Hao, Chengyang Ying, Hang Su, Ze Cheng, Jun Zhu
Affiliations: Bosch Center for Artificial Intelligence; Dept. of Comp. Sci. and Tech., Institute for AI, THBI Lab, BNRist Center, Tsinghua-Bosch Joint ML Center, Tsinghua University
Conference: icml 2023 (main track)
Decision: Poster
Title: Fairness in Streaming Submodular Maximization over a Matroid Constraint
Authors: Marwa El Halabi, Federico Fusco, Ashkan Norouzi-Fard, Jakab Tardos, Jakub Tarnawski
Affiliations: Sapienza University of Rome; Samsung - SAIT AI Lab, Montreal; Google Zurich, EPFL; Google Zurich; Microsoft Research
Conference: icml 2023 (main track)
Decision: Poster
Title: Traversing Between Modes in Function Space for Fast Ensembling
Authors: EungGu Yun, Hyungi Lee, Giung Nam, Juho Lee
Affiliations: Saige Research, Seoul, Korea; AITRICS, Seoul, Korea; Kim Jaechul Graduate School of AI, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Korea
Conference: icml 2023 (main track)
Decision: Poster
Title: Generative Causal Representation Learning for Out-of-Distribution Motion Forecasting
Authors: Shayan Shirahmad Gale Bagi, Zahra Gharaee, Oliver Schulte, Mark Crowley
Affiliations: Department of Systems Design Engineering, University of Waterloo, Waterloo, Canada; School of Computing Science, Simon Fraser University, Burnaby, Canada; Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, Canada
Conference: icml 2023 (main track)
Decision: Poster
Title: Understanding Incremental Learning of Gradient Descent: A Fine-grained Analysis of Matrix Sensing
Authors: Jikai Jin, Zhiyuan Li, Kaifeng Lyu, Simon S. Du, Jason D. Lee
Affiliations: Paul G. Allen School of Computer Science and Engineering, University of Washington; School of Mathematical Sciences, Peking University; Department of Electrical and Computer Engineering, Princeton University; Department of Computer Science, Princeton University; Department of Computer Science, Stanford University
Conference: icml 2023 (main track)
Decision: Poster
Title: Surrogate Model Extension (SME): A Fast and Accurate Weight Update Attack on Federated Learning
Authors: Junyi Zhu, Ruicong Yao, Matthew B. Blaschko
Affiliations: ESAT-PSI, KU Leuven, Belgium; Statistics and Data Science, Dept. Mathematics, KU Leuven, Belgium
Conference: icml 2023 (main track)
Decision: Poster
Title: Towards Robust and Safe Reinforcement Learning with Benign Off-policy Data
Authors: Zuxin Liu, Zijian Guo, Zhepeng Cen, Huan Zhang, Yihang Yao, Hanjiang Hu, Ding Zhao
Affiliations: Carnegie Mellon University, PA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Diffusion Based Representation Learning
Authors: Sarthak Mittal, Korbinian Abstreiter, Stefan Bauer, Bernhard Schölkopf, Arash Mehrjou
Affiliations: Helmholtz AI, Technical University of Munich; Mila, Université de Montréal; ETH Zürich, Max Planck Institute for Intelligent Systems; Max Planck Institute for Intelligent Systems; ETH Zürich
Conference: icml 2023 (main track)
Decision: Poster
Title: Discrete Key-Value Bottleneck
Authors: Frederik Träuble, Anirudh Goyal, Nasim Rahaman, Michael Mozer, Kenji Kawaguchi, Yoshua Bengio, Bernhard Schölkopf
Affiliations: MPI for Intelligent Systems, Tübingen, CIFAR Fellow; MPI for Intelligent Systems, Tübingen; Mila, Université de Montréal, CIFAR Fellow; National University of Singapore; Google Research, Brain Team; Google DeepMind
Conference: icml 2023 (main track)
Decision: Poster
Title: Adversarial Policies Beat Superhuman Go AIs
Authors: Tony T Wang, Adam Gleave, Tom Tseng, Kellin Pelrine, Nora Belrose, Joseph Miller, Michael D Dennis, Yawen Duan, Viktor Pogrebniak, Sergey Levine, Stuart Russell
Affiliations: MIT; FAR AI; FAR AI, McGill University; Mila; UC Berkeley, FAR AI; UC Berkeley
Conference: icml 2023 (main track)
Decision: Oral
Title: Multi-Symmetry Ensembles: Improving Diversity and Generalization via Opposing Symmetries
Authors: Charlotte Loh, Seungwook Han, Shivchander Sudalairaj, Rumen Dangovski, Kai Xu, Florian Wenzel, Marin Soljačić, Akash Srivastava
Affiliations: MIT Physics; MIT EECS; AWS (work done outside of Amazon); MIT-IBM Watson AI Lab; Amazon (work done outside of Amazon)
Conference: icml 2023 (main track)
Decision: Poster
Title: On Heterogeneous Treatment Effects in Heterogeneous Causal Graphs
Authors: Richard Watson, Hengrui Cai, Xinming An, Samuel Mclean, Rui Song
Affiliations: Department of Anesthesiology, University of North Carolina Chapel Hill, USA; Department of Statistics, University of California Irvine, USA; Department of Statistics, North Carolina State University, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Scaling Vision Transformers to 22 Billion Parameters
Authors: Mostafa Dehghani, Josip Djolonga, Basil Mustafa, Piotr Padlewski, Jonathan Heek, Justin Gilmer, Andreas Steiner, Mathilde Caron, Robert Geirhos, Ibrahim Alabdulmohsin, Rodolphe Jenatton, Lucas Beyer, Michael Tschannen, Anurag Arnab, Xiao Wang, Carlos Riquelme, Matthias Minderer, Joan Puigcerver, Utku Evci, Manoj Kumar, Sjoerd van Steenkiste, Gamaleldin F. Elsayed, Aravindh Mahendran, Fisher Yu, Avital Oliver, Fantine Huot, Jasmijn Bastings, Mark Patrick Collier, Alexey A. Gritsenko, Vighnesh Birodkar, Cristina Vasconcelos, Yi Tay, Thomas Mensink, Alexander Kolesnikov, Filip Pavetic, Dustin Tran, Thomas Kipf, Mario Lucic, Xiaohua Zhai, Daniel Keysers, Jeremiah Harmsen, Neil Houlsby, Google Research
Conference: icml 2023 (main track)
Decision: Oral
Title: Contrastive Energy Prediction for Exact Energy-Guided Diffusion Sampling in Offline Reinforcement Learning
Authors: Cheng Lu, Huayu Chen, Jianfei Chen, Hang Su, Chongxuan Li, Jun Zhu
Affiliations: Gaoling School of AI, Renmin University of China; Beijing Key Lab of Big Data Management and Analysis Methods, Beijing, China; Dept. of Comp. Sci. & Tech., Institute for AI, BNRist Center, Tsinghua-Bosch Joint ML Center, THBI Lab, Tsinghua University; Pazhou Lab (Huangpu), Guangzhou, China; Dept. of Comp. Sci. & Tech., Institute for AI, BNRist Center, Tsinghua-Bosch Joint ML Center, THBI Lab, Tsinghua University
Conference: icml 2023 (main track)
Decision: Poster
Title: Benign Overfitting in Deep Neural Networks under Lazy Training
Authors: Zhenyu Zhu, Fanghui Liu, Grigorios G Chrysos, Francesco Locatello, Volkan Cevher
Affiliations: Laboratory for Information and Inference Systems, Ecole Polytechnique Fédérale de Lausanne (EPFL), Switzerland; Amazon Web Services (Work done outside of Amazon)
Conference: icml 2023 (main track)
Decision: Poster
Title: Statistical Indistinguishability of Learning Algorithms
Authors: Alkis Kalavasis, Amin Karbasi, Shay Moran, Grigoris Velegkas
Affiliations: Google Research, Department of Computer Science, Technion, Haifa, Israel; Department of Computer Science, Yale University, New Haven, United States; Department of Computer Science, NTUA, Athens, Greece
Conference: icml 2023 (main track)
Decision: Poster
Title: Mechanistic Mode Connectivity
Authors: Ekdeep Singh Lubana, Eric J. Bigelow, Robert P. Dick, David Krueger, Hidenori Tanaka
Affiliations: EECS Department, University of Michigan, Ann Arbor, MI, USA; Center for Brain Science, Harvard University, Cambridge, MA, USA; EECS Department, University of Michigan, Ann Arbor, MI, USA; Center for Brain Science, Harvard University, Cambridge, MA, USA; Physics & Informatics Laboratories, NTT Research, Inc., Sunnyvale, CA, USA; University of Cambridge, UK; Center for Brain Science, Harvard University, Cambridge, MA, USA; Physics & Informatics Laboratories, NTT Research, Inc., Sunnyvale, CA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Predicting Ordinary Differential Equations with Transformers
Authors: Sören Becker, Michal Klein, Alexander Neitz, Giambattista Parascandolo, Niki Kilbertus
Affiliations: OpenAI, San Francisco, United States; Helmholtz AI, Helmholtz Center Munich, Munich, Germany; Technical University of Munich, Germany; DeepMind, London, United Kingdom; Apple, Paris, France
Conference: icml 2023 (main track)
Decision: Poster
Title: DeSRA: Detect and Delete the Artifacts of GAN-based Real-World Super-Resolution Models
Authors: Liangbin Xie, Xintao Wang, Xiangyu Chen, Gen Li, Ying Shan, Jiantao Zhou, Chao Dong
Affiliations: State Key Laboratory of Internet of Things for Smart City, University of Macau; Platform Technologies, Tencent Online Video; Shenzhen Key Lab of Computer Vision and Pattern Recognition, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences; Shanghai Artificial Intelligence Laboratory; ARC Lab, Tencent PCG; State Key Laboratory of Internet of Things for Smart City, University of Macau; Shenzhen Key Lab of Computer Vision and Pattern Recognition, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences
Conference: icml 2023 (main track)
Decision: Poster
Title: PAL: Program-aided Language Models
Authors: Luyu Gao, Aman Madaan, Shuyan Zhou, Uri Alon, Pengfei Liu, Yiming Yang, Jamie Callan, Graham Neubig
Affiliations: Language Technologies Institute, Carnegie Mellon University, USA; Language Technologies Institute, Carnegie Mellon University, USA; Inspired Cognition, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Learning Controllable Degradation for Real-World Super-Resolution via Constrained Flows
Authors: Seobin Park, Dongjin Kim, Sungyong Baik, Tae Hyun Kim
Affiliations: Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, Texas, USA; Department of Computer Science, Hanyang University, Seoul, Korea; Department of Data Science, Hanyang University, Seoul, Korea
Conference: icml 2023 (main track)
Decision: Poster
Title: Resurrecting Recurrent Neural Networks for Long Sequences
Authors: Antonio Orvieto, Samuel L Smith, Albert Gu, Anushan Fernando, Caglar Gulcehre, Razvan Pascanu, Soham De
Affiliations: DeepMind, London, United Kingdom; Department of Computer Science, ETH Zurich, Switzerland
Conference: icml 2023 (main track)
Decision: Oral
Title: Policy Contrastive Imitation Learning
Authors: Jialei Huang, Zhaoheng Yin, Yingdong Hu, Yang Gao
Affiliations: Department of IIIS, University of Tsinghua, Beijing, China; Hong Kong University of Science and Technology, Hong Kong, China; Department of IIIS, University of Tsinghua, Beijing, China; Shanghai Artificial Intelligence Laboratory, Shanghai, China; Shanghai Qi Zhi Institute, Shanghai, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Analyzing Diffusion as Serial Reproduction
Authors: Raja Marjieh, Ilia Sucholutsky, Thomas A. Langlois, Nori Jacoby, Thomas L. Griffiths
Affiliations: Max Planck Institute for Empirical Aesthetics, Frankfurt am Main, Germany; Department of Psychology, Princeton University, Princeton, USA; Department of Computer Science, Princeton University, Princeton, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: A Game-Theoretic Framework for Managing Risk in Multi-Agent Systems
Authors: Oliver Slumbers, David Henry Mguni, Stefano B. Blumberg, Stephen McAleer, Yaodong Yang, Jun Wang
Affiliations: Independent Researcher; University College London, London, UK; Huawei Technologies, London, UK; Peking University, Beijing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Provably Efficient Representation Learning with Tractable Planning in Low-Rank POMDP
Authors: Jiacheng Guo, Zihao Li, Huazheng Wang, Mengdi Wang, Zhuoran Yang, Xuezhou Zhang
Affiliations: School of Electrical Engineering and Computer Science, Oregon State University, OR, USA; Department of Electrical and Computer Engineering, Princeton University, Princeton, NJ, USA; Department of Statistics and Data Science, Yale University, NH, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Are Equivariant Equilibrium Approximators Beneficial?
Authors: Zhijian Duan, Yunxuan Ma, Xiaotie Deng
Affiliations: Center on Frontiers of Computing Studies, School of Computer Science, Peking University, Beijing, China; Center for Multi-Agent Research, Institute for AI, Peking University, Beijing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Hyperbolic Diffusion Embedding and Distance for Hierarchical Representation Learning
Authors: Ya-Wei Eileen Lin, Ronald R. Coifman, Gal Mishne, Ronen Talmon
Affiliations: Viterbi Faculty of Electrical and Computer Engineering, Technion, Haifa, Israel; Department of Mathematics, Yale University, New Haven, CT, USA; Halicioğlu Data Science Institute, University of California San Diego, La Jolla, CA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Towards Stable and Efficient Adversarial Training against $l_1$ Bounded Adversarial Attacks
Authors: Yulun Jiang, Chen Liu, Zhichao Huang, Mathieu Salzmann, Sabine Süsstrunk
Affiliations: School of Computer and Communication Sciences, EPFL, Lausanne, Switzerland; Department of Computer Science, City University of Hong Kong, Hong Kong, China; ByteDance
Conference: icml 2023 (main track)
Decision: Poster
Title: Auxiliary Learning as an Asymmetric Bargaining Game
Authors: Aviv Shamsian, Aviv Navon, Neta Glazer, Kenji Kawaguchi, Gal Chechik, Ethan Fetaya
Affiliations: Bar-Ilan University, Ramat Gan, Israel; National University of Singapore; Bar-Ilan University, Ramat Gan, Israel; Aiola, Herzliya, Israel; Bar-Ilan University, Ramat Gan, Israel; Nvidia, Tel-Aviv, Israel
Conference: icml 2023 (main track)
Decision: Poster
Title: Everyone's Preference Changes Differently: A Weighted Multi-Interest Model For Retrieval
Authors: Hui Shi, Yupeng Gu, Yitong Zhou, Bo Zhao, Sicun Gao, Jishen Zhao
Affiliations: Pinterest, San Francisco, United States; Department of Computer Science and Engineering, University of California San Diego, La Jolla, United States
Conference: icml 2023 (main track)
Decision: Poster
Title: IRNeXt: Rethinking Convolutional Network Design for Image Restoration
Authors: Yuning Cui, Wenqi Ren, Sining Yang, Xiaochun Cao, Alois Knoll
Affiliations: School of Computation, Information and Technology, Technical University of Munich, Munich, Germany; School of Ocean Information Engineering, Jimei University, Xiamen, China; School of Cyber Science and Technology, Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Smart Initial Basis Selection for Linear Programs
Authors: Zhenan Fan, Xinglu Wang, Oleksandr Yakovenko, Abdullah Ali Sivas, Owen Ren, Yong Zhang, Zirui Zhou
Affiliations: Huawei Technologies Canada, Burnaby, Canada; Simon Fraser University, Burnaby, Canada
Conference: icml 2023 (main track)
Decision: Poster
Title: LookupFFN: Making Transformers Compute-lite for CPU inference
Authors: Zhanpeng Zeng, Michael Davies, Pranav Pulijala, Karthikeyan Sankaralingam, Vikas Singh
Affiliations: University of Wisconsin, Madison, USA; NVIDIA Research; University of Wisconsin, Madison, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Rethinking Explaining Graph Neural Networks via Non-parametric Subgraph Matching
Authors: Fang Wu, Siyuan Li, Xurui Jin, Yinghui Jiang, Dragomir Radev, Zhangming Niu, Stan Z. Li
Affiliations: Department of Computer Science, Yale University; School of Engineering, Westlake University; School of Engineering, Westlake University; MindrankAI; MindrankAI
Conference: icml 2023 (main track)
Decision: Poster
Title: DIFF2: Differential Private Optimization via Gradient Differences for Nonconvex Distributed Learning
Authors: Tomoya Murata, Taiji Suzuki
Affiliations: NTT DATA Mathematical Systems Inc., Tokyo, Japan and Graduate School of Information Science and Technology, The University of Tokyo, Tokyo, Japan; Graduate School of Information Science and Technology, The University of Tokyo, Tokyo, Japan and Center for Advanced Intelligence Project, RIKEN, Tokyo, Japan
Conference: icml 2023 (main track)
Decision: Poster
Title: A Three-regime Model of Network Pruning
Authors: Yefan Zhou, Yaoqing Yang, Arin Chang, Michael W. Mahoney
Affiliations: University of California, Berkeley, CA, USA; Lawrence Berkeley National Laboratory, CA, USA; University of California, Berkeley, CA, USA; International Computer Science Institute, CA, USA; University of California, Berkeley, CA, USA; Dartmouth College, NH, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Paging with Succinct Predictions
Authors: Antonios Antoniadis, Joan Boyar, Marek Eliáš, Lene M. Favrholdt, Ruben Hoeksma, Kim S. Larsen, Adam Polak, Bertrand Simon
Affiliations: Max Planck Institute for Informatics, Saarbrücken, Germany; Bocconi University, Milan, Italy; University of Twente, Enschede, Netherlands; IN2P3 Computing Center and CNRS, Villeurbanne, France; University of Southern Denmark, Odense, Denmark
Conference: icml 2023 (main track)
Decision: Poster
Title: Enforcing Hard Constraints with Soft Barriers: Safe Reinforcement Learning in Unknown Stochastic Environments
Authors: Yixuan Wang, Simon Sinong Zhan, Ruochen Jiao, Zhilu Wang, Wanxin Jin, Zhuoran Yang, Zhaoran Wang, Chao Huang, Qi Zhu
Affiliations: Yale University, USA; University of Pennsylvania, USA; University of Liverpool, UK; University of California, Berkeley, USA; Northwestern University, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction
Authors: Jianyi Zhang, Ang Li, Minxue Tang, Jingwei Sun, Xiang Chen, Fan Zhang, Changyou Chen, Yiran Chen, Hai Li
Affiliations: University of Maryland, College Park; Yale University; Duke University; George Mason University; The State University of New York at Buffalo
Conference: icml 2023 (main track)
Decision: Poster
Title: Modeling Dynamic Environments with Scene Graph Memory
Authors: Andrey Kurenkov, Michael Lingelbach, Tanmay Agarwal, Emily Jin, Chengshu Li, Ruohan Zhang, Li Fei-Fei, Jiajun Wu, Silvio Savarese, Roberto Martín-Martín
Affiliations: Department of Computer Science, University of Texas at Austin; Department of Computer Science, Stanford University; Salesforce AI Research
Conference: icml 2023 (main track)
Decision: Poster
Title: Causal Discovery with Latent Confounders Based on Higher-Order Cumulants
Authors: Ruichu Cai, Zhiyi Huang, Wei Chen, Zhifeng Hao, Kun Zhang
Affiliations: School of Computer Science, Guangdong University of Technology, Guangzhou, China; School of Computer Science, Guangdong University of Technology, Guangzhou, China; Peng Cheng Laboratory, Shenzhen, China; Department of Philosophy, Carnegie Mellon University, Pittsburgh, PA, United States; Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, United Arab Emirates; School of Computer Science, Guangdong University of Technology, Guangzhou, China; College of Engineering, Shantou University, Shantou, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Adapting to game trees in zero-sum imperfect information games
Authors: Côme Fiegel, Pierre Ménard, Tadashi Kozuno, Rémi Munos, Vianney Perchet, Michal Valko
Affiliations: CREST, ENSAE, IP Paris, Palaiseau, France; Omron Sinic X, Tokyo, Japan; CRITEO AI Lab, Paris, France; ENS Lyon, Lyon, France; Deepmind, Paris, France
Conference: icml 2023 (main track)
Decision: Oral
Title: Weakly Supervised Regression with Interval Targets
Authors: Xin Cheng, Yuzhou Cao, Ximing Li, Bo An, Lei Feng
Affiliations: College of Computer Science and Technology, Jilin University, China; College of Computer Science, Chongqing University, China; School of Computer Science and Engineering, Nanyang Technological University, Singapore
Conference: icml 2023 (main track)
Decision: Poster
Title: Image Shortcut Squeezing: Countering Perturbative Availability Poisons with Compression
Authors: Zhuoran Liu, Zhengyu Zhao, Martha Larson
Affiliations: Xi’an Jiaotong University, Xi’an, China; CISPA Helmholtz Center for Information Security, Saarbrücken, Germany; Radboud University, Nijmegen, Netherlands
Conference: icml 2023 (main track)
Decision: Poster
Title: Exploring Model Dynamics for Accumulative Poisoning Discovery
Authors: Jianing Zhu, Xiawei Guo, Jiangchao Yao, Chao Du, Li He, Shuo Yuan, Tongliang Liu, Liang Wang, Bo Han
Affiliations: Alibaba Group; Department of Computer Science, Hong Kong Baptist University; CMIC, Shanghai Jiao Tong University; Mohamed bin Zayed University of Artificial Intelligence
Conference: icml 2023 (main track)
Decision: Poster
Title: Robust Camera Pose Refinement for Multi-Resolution Hash Encoding
Authors: Hwan Heo, Taekyung Kim, Jiyoung Lee, Jaewon Lee, Soohyun Kim, Hyunwoo J. Kim, Jin-Hwa Kim
Affiliations: NAVER AI Lab, Republic of Korea; Department of Computer Science, Korea University, Republic of Korea; NAVER AI Lab, Republic of Korea & AI Institute of Seoul National University, Republic of Korea
Conference: icml 2023 (main track)
Decision: Poster
Title: Adversarial robustness of amortized Bayesian inference
Authors: Manuel Gloeckler, Michael Deistler, Jakob H. Macke
Affiliations: Machine Learning in Science, University of Tübingen and Max Planck Institute for Intelligent Systems, Department Empirical Inference, Tübingen, Germany; Machine Learning in Science, University of Tübingen and Tübingen AI Center, Tübingen, Germany
Conference: icml 2023 (main track)
Decision: Poster
Title: Learning to Bid in Repeated First-Price Auctions with Budgets
Authors: Qian Wang, Zongjun Yang, Xiaotie Deng, Yuqing Kong
Affiliations: Center on Frontiers of Computing Studies, School of Computer Science, Peking University, Beijing, China; Center for Multi-Agent Research, Institute for AI, Peking University, Beijing, China; School of Electronics Engineering and Computer Science, Peking University, Beijing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Diffusion Models are Minimax Optimal Distribution Estimators
Authors: Kazusato Oko, Shunta Akiyama, Taiji Suzuki
Affiliations: Department of Mathematical Informatics, the University of Tokyo, Tokyo, Japan; Center for Advanced Intelligence Project, RIKEN, Tokyo, Japan; Department of Mathematical Informatics, the University of Tokyo, Tokyo, Japan
Conference: icml 2023 (main track)
Decision: Oral
Title: Fast Combinatorial Algorithms for Min Max Correlation Clustering
Authors: Sami Davies, Benjamin Moseley, Heather Newman
Affiliations: Department of Mathematical Sciences, Carnegie Mellon University, Pittsburgh PA, USA; Department of Computer Science, Northwestern University, Evanston IL, USA; Tepper School of Business, Carnegie Mellon University, Pittsburgh PA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: RGE: A Repulsive Graph Rectification for Node Classification via Influence
Authors: Jaeyun Song, SungYub Kim, Eunho Yang
Affiliations: Graduate School of Artificial Intelligence, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Korea; AITRICS, Seoul, Korea; Graduate School of Artificial Intelligence, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Korea
Conference: icml 2023 (main track)
Decision: Poster
Title: Averaged Method of Multipliers for Bi-Level Optimization without Lower-Level Strong Convexity
Authors: Risheng Liu, Yaohua Liu, Wei Yao, Shangzhi Zeng, Jin Zhang
Affiliations: Department of Mathematics and Statistics, University of Victoria, Victoria, British Columbia, Canada; School of Software Technology, Dalian University of Technology; Department of Mathematics and National Center for Applied Mathematics, Southern University of Science and Technology, Shenzhen, China; SUSTech International Center for Mathematics, Southern University of Science and Technology, Shenzhen, China; Department of Mathematics and National Center for Applied Mathematics, Southern University of Science and Technology, Shenzhen, China; International School of Information Science & Engineering, Dalian University of Technology, Dalian, China
Conference: icml 2023 (main track)
Decision: Poster