Sequential Best-Arm Identification with Application to P300 Speller Xin Zhou, Botao Hao, Tor Lattimore, Jian Kang, Lexin Li. Action editor: Seungjin Choi. openreview.net/forum?id=QweNI… #sampling #bandits #bci

Graph Reinforcement Learning for Combinatorial Optimization: A Survey and Unifying Perspective Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi. Action editor: Vlad Niculae. openreview.net/forum?id=HduK5… #graphs #graph #reinforcement

A Lennard-Jones Layer for Distribution Normalization Mulun Na, Jonathan Klein, Biao Zhang, Wojtek Palubicki, Soren Pirk, Dominik Michels. Action editor: David Fouhey. openreview.net/forum?id=imGl7… #points #clouds #denoising

Mitigating Group Bias in Federated Learning: Beyond Local Fairness Ganghua Wang, Ali Payani, Myungjin Lee, Ramana Rao Kompella. Action editor: Ahmad Beirami. openreview.net/forum?id=ANXod… #fairness #bias #mitigate

AdaFlood: Adaptive Flood Regularization Wonho Bae, Yi Ren, Mohamed Osama Ahmed, Frederick Tung, Danica J. Sutherland, Gabriel L. Oliveira. Action editor: Ikko Yamane. openreview.net/forum?id=2s5YU… #regularization #flood #adaflood

Equivariant Graph Network Approximations of High-Degree Polynomials for Force Field Prediction Zhao Xu, Haiyang Yu, Montgomery Bohde, Shuiwang Ji. Action editor: Bo Han. openreview.net/forum?id=7DAFw… #tensor #molecular #equivariant

Perceptual Similarity for Measuring Decision-Making Style and Policy Diversity in Games Chiu-Chou Lin, Wei-Chen Chiu, I-Chen Wu. Action editor: Michael Bowling. openreview.net/forum?id=30C9A… #games #playstyles #playstyle

Identifying and Clustering Counter Relationships of Team Compositions in PvP Games for Efficient ... Chiu-Chou Lin, Yu-Wei Shih, Kuei-Ting Kuo, Yu-Cheng Chen, Chien-Hua Chen, Wei-Chen Chiu, I-Chen Wu. Action editor: Dennis Soemers. openreview.net/forum?id=2D36o… #

Foundational Challenges in Assuring Alignment and Safety of Large Language Models Usman Anwar, Abulhair Saparov, Javier Rando et al.. Action editor: Greg Durrett. openreview.net/forum?id=oVTkO… #language #models #alignment

A Large-Scale 3D Face Mesh Video Dataset via Neural Re-parameterized Optimization Kim Youwang, Lee Hyun, Kim Sung-Bin, Suekyeong Nam, Janghoon Ju, Tae-Hyun Oh. Action editor: Antoni Chan. openreview.net/forum?id=zVDMh… #faces #facial #3d

Structural Pruning of Pre-trained Language Models via Neural Architecture Search Aaron Klein, Jacek Golebiowski, Xingchen Ma, Valerio Perrone, Cedric Archambeau. Action editor: Sebastian Stich. openreview.net/forum?id=XiK8t… #pruning #memory #compression

Reproducibility Study Of Learning Fair Graph Representations Via Automated Data Augmentations Thijmen Nijdam, Juell Sprott, Taiki Papandreou-Lazos, Jurgen de Heus. Action editor: Guillaume Rabusseau. openreview.net/forum?id=4WiqH… #graphair #fairness #graph

Discriminative reconstruction via simultaneous dense and sparse coding Abiy Tasissa, Manos Theodosis, Bahareh Tolooshams, Demba E. Ba. Action editor: Moshe Eliasof. openreview.net/forum?id=FkgM0… #sparse #autoencoder #discriminative

TacoGFN: Target-conditioned GFlowNet for Structure-based Drug Design Tony Shen, Seonghwan Seo, Grayson Lee et al.. Action editor: Ying Nian Wu. openreview.net/forum?id=N8cPv… #tacogfn #protein #ligand

Meta Learning for Support Recovery of High-Dimensional Ising Models Huiming Xie, Jean Honorio. Action editor: Ole Winther. openreview.net/forum?id=n40EW… #regularized #complexity #estimation

Input Normalized Stochastic Gradient Descent Training for Deep Neural Networks Salih Furkan Atici, Hongyi Pan, Ahmet Cetin. Action editor: Konstantin Mishchenko. openreview.net/forum?id=5TaBx… #normalization #normalize #normalized

Learning by Self-Explaining Wolfgang Stammer, Felix Friedrich, David Steinmann, Manuel Brack, Hikaru Shindo, Kristian Kersting. Action editor: Changjian Shui. openreview.net/forum?id=bpjU7… #explanations #ai #explaining

Oops, I Sampled it Again: Reinterpreting Confidence Intervals in Few-Shot Learning Raphael Lafargue, Luke A Smith, Franck VERMET et al.. Action editor: Eleni Triantafillou. openreview.net/forum?id=JxxkK… #confidence #sampling #benchmark

Representation Norm Amplification for Out-of-Distribution Detection in Long-Tail Learning Dong Geun Shin, Hye Won Chung. Action editor: Alexander Alemi. openreview.net/forum?id=z4b4W… #classification #rna #detection

Probabilistic Matching of Real and Generated Data Statistics in Generative Adversarial Networks Philipp Pilar, Niklas Wahlström. Action editor: Emanuele Sansone. openreview.net/forum?id=o1oet… #generative #adversarial #distributions