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Oral
Tue Dec 12 08:00 AM -- 08:15 AM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Ordering-based Conditions for Global Convergence of Policy Gradient Methods
In Oral 1A RL
Jincheng Mei · Bo Dai · Alekh Agarwal · Mohammad Ghavamzadeh · Csaba Szepesvari · Dale Schuurmans
[ Slides]  [ OpenReview] 
Oral
Tue Dec 12 08:00 AM -- 08:15 AM (PST) @ Room R02-R05 (level 2) None
How to Turn Your Knowledge Graph Embeddings into Generative Models
In Oral 1C Tractable models
Lorenzo Loconte · Nicola Di Mauro · Robert Peharz · Antonio Vergari
[ Slides]  [ OpenReview] 
Oral
Tue Dec 12 08:00 AM -- 08:15 AM (PST) @ Room R06-R09 (level 2) None
Sharpness Minimization Algorithms Do Not Only Minimize Sharpness To Achieve Better Generalization
In Oral 1D DL Theory
Kaiyue Wen · Zhiyuan Li · Tengyu Ma
[ OpenReview] 
Oral
Tue Dec 12 08:00 AM -- 08:15 AM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
LeanDojo: Theorem Proving with Retrieval-Augmented Language Models
In Oral 1B Datasets & Benchmarks
Kaiyu Yang · Aidan Swope · Alex Gu · Rahul Chalamala · Peiyang Song · Shixing Yu · Saad Godil · Ryan J Prenger · Animashree Anandkumar
[ Slides]  [ OpenReview] 
Oral
Tue Dec 12 08:15 AM -- 08:30 AM (PST) @ Room R02-R05 (level 2) None
Exact Bayesian Inference on Discrete Models via Probability Generating Functions: A Probabilistic Programming Approach
In Oral 1C Tractable models
Fabian Zaiser · Andrzej Murawski · Chih-Hao Luke Ong
[ OpenReview] 
Oral
Tue Dec 12 08:15 AM -- 08:30 AM (PST) @ Room R06-R09 (level 2) None
Abide by the law and follow the flow: conservation laws for gradient flows
In Oral 1D DL Theory
Sibylle Marcotte · Remi Gribonval · Gabriel Peyré
[ Slides]  [ OpenReview] 
Oral
Tue Dec 12 08:15 AM -- 08:30 AM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
When Demonstrations meet Generative World Models: A Maximum Likelihood Framework for Offline Inverse Reinforcement Learning
In Oral 1A RL
Siliang Zeng · Chenliang Li · Alfredo Garcia · Mingyi Hong
[ OpenReview] 
Oral
Tue Dec 12 08:15 AM -- 08:30 AM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
OpenAssistant Conversations - Democratizing Large Language Model Alignment
In Oral 1B Datasets & Benchmarks
Andreas Köpf · Yannic Kilcher · Dimitri von Rütte · Sotiris Anagnostidis · Zhi Rui Tam · Keith Stevens · Abdullah Barhoum · Duc Nguyen · Oliver Stanley · Richárd Nagyfi · Shahul ES · Sameer Suri · David Glushkov · Arnav Dantuluri · Andrew Maguire · Christoph Schuhmann · Huu Nguyen · Alexander Mattick
[ OpenReview] 
Oral
Tue Dec 12 08:30 AM -- 08:45 AM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models
In Oral 1B Datasets & Benchmarks
Boxin Wang · Weixin Chen · Hengzhi Pei · Chulin Xie · Mintong Kang · Chenhui Zhang · Chejian Xu · Zidi Xiong · Ritik Dutta · Rylan Schaeffer · Sang Truong · Simran Arora · Mantas Mazeika · Dan Hendrycks · Zinan Lin · Yu Cheng · Sanmi Koyejo · Dawn Song · Bo Li
[ OpenReview] 
Oral
Tue Dec 12 08:30 AM -- 08:45 AM (PST) @ Room R02-R05 (level 2) None
Characteristic Circuits
In Oral 1C Tractable models
Zhongjie Yu · Martin Trapp · Kristian Kersting
[ OpenReview] 
Oral
Tue Dec 12 08:30 AM -- 08:45 AM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Online RL in Linearly $q^\pi$-Realizable MDPs Is as Easy as in Linear MDPs If You Learn What to Ignore
In Oral 1A RL
Gellert Weisz · András György · Csaba Szepesvari
[ OpenReview] 
Oral
Tue Dec 12 08:30 AM -- 08:45 AM (PST) @ Room R06-R09 (level 2) None
A U-turn on Double Descent: Rethinking Parameter Counting in Statistical Learning
In Oral 1D DL Theory
Alicia Curth · Alan Jeffares · Mihaela van der Schaar
[ OpenReview] 
Oral
Tue Dec 12 01:40 PM -- 01:55 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Rotating Features for Object Discovery
In Oral 2B Objects/ Neuroscience/Vision
Sindy Löwe · Phillip Lippe · Francesco Locatello · Max Welling
[ OpenReview] 
Oral
Tue Dec 12 01:40 PM -- 01:55 PM (PST) @ Room R02-R05 (level 2) None
Learning Linear Causal Representations from Interventions under General Nonlinear Mixing
In Oral 2C Causality
Simon Buchholz · Goutham Rajendran · Elan Rosenfeld · Bryon Aragam · Bernhard Schölkopf · Pradeep Ravikumar
[ Slides]  [ OpenReview] 
Oral
Tue Dec 12 01:40 PM -- 01:55 PM (PST) @ Room R06-R09 (level 2) None
Nearly Tight Bounds For Differentially Private Multiway Cut
In Oral 2D Privacy
Mina Dalirrooyfard · Slobodan Mitrovic · Yuriy Nevmyvaka
[ OpenReview] 
Oral
Tue Dec 12 01:40 PM -- 01:55 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture
In Oral 2A Efficient Learning
Dan Fu · Simran Arora · Jessica Grogan · Isys Johnson · Evan Sabri Eyuboglu · Armin Thomas · Benjamin Spector · Michael Poli · Atri Rudra · Christopher Ré
[ OpenReview] 
Oral
Tue Dec 12 01:55 PM -- 02:10 PM (PST) @ Room R02-R05 (level 2) None
A Measure-Theoretic Axiomatisation of Causality
In Oral 2C Causality
Junhyung Park · Simon Buchholz · Bernhard Schölkopf · Krikamol Muandet
[ OpenReview] 
Oral
Tue Dec 12 01:55 PM -- 02:10 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment
In Oral 2B Objects/ Neuroscience/Vision
Royi Rassin · Eran Hirsch · Daniel Glickman · Shauli Ravfogel · Yoav Goldberg · Gal Chechik
[ OpenReview] 
Oral
Tue Dec 12 01:55 PM -- 02:10 PM (PST) @ Room R06-R09 (level 2) None
Privacy Auditing with One (1) Training Run
In Oral 2D Privacy
Thomas Steinke · Milad Nasr · Matthew Jagielski
[ OpenReview] 
Oral
Tue Dec 12 01:55 PM -- 02:10 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
QLoRA: Efficient Finetuning of Quantized LLMs
In Oral 2A Efficient Learning
Tim Dettmers · Artidoro Pagnoni · Ari Holtzman · Luke Zettlemoyer
[ Slides]  [ OpenReview] 
Oral
Tue Dec 12 02:10 PM -- 02:25 PM (PST) @ Room R02-R05 (level 2) None
Conformal Meta-learners for Predictive Inference of Individual Treatment Effects
In Oral 2C Causality
Ahmed Alaa · Zaid Ahmad · Mark van der Laan
[ Slides]  [ OpenReview] 
Oral
Tue Dec 12 02:10 PM -- 02:25 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Additive Decoders for Latent Variables Identification and Cartesian-Product Extrapolation
In Oral 2B Objects/ Neuroscience/Vision
Sébastien Lachapelle · Divyat Mahajan · Ioannis Mitliagkas · Simon Lacoste-Julien
[ OpenReview] 
Oral
Tue Dec 12 02:10 PM -- 02:25 PM (PST) @ Room R06-R09 (level 2) None
Private Everlasting Prediction
In Oral 2D Privacy
Moni Naor · Kobbi Nissim · Uri Stemmer · Chao Yan
[ OpenReview] 
Oral
Tue Dec 12 02:10 PM -- 02:25 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Scaling Data-Constrained Language Models
In Oral 2A Efficient Learning
Niklas Muennighoff · Alexander Rush · Boaz Barak · Teven Le Scao · Nouamane Tazi · Aleksandra Piktus · Sampo Pyysalo · Thomas Wolf · Colin Raffel
[ OpenReview] 
Oral
Tue Dec 12 02:25 PM -- 02:40 PM (PST) @ Room R02-R05 (level 2) None
Causal normalizing flows: from theory to practice
In Oral 2C Causality
Adrián Javaloy · Pablo Sanchez-Martin · Isabel Valera
[ Slides]  [ OpenReview] 
Oral
Tue Dec 12 02:25 PM -- 02:40 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Bridging Discrete and Backpropagation: Straight-Through and Beyond
In Oral 2A Efficient Learning
Liyuan Liu · Chengyu Dong · Xiaodong Liu · Bin Yu · Jianfeng Gao
[ OpenReview] 
Oral
Tue Dec 12 02:25 PM -- 02:40 PM (PST) @ Room R06-R09 (level 2) None
User-Level Differential Privacy With Few Examples Per User
In Oral 2D Privacy
Badih Ghazi · Pritish Kamath · Ravi Kumar · Pasin Manurangsi · Raghu Meka · Chiyuan Zhang
[ OpenReview] 
Oral
Tue Dec 12 02:25 PM -- 02:40 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Emergence of Shape Bias in Convolutional Neural Networks through Activation Sparsity
In Oral 2B Objects/ Neuroscience/Vision
Tianqin Li · Ziqi Wen · Yangfan Li · Tai Sing Lee
[ OpenReview] 
Oral
Wed Dec 13 08:00 AM -- 08:15 AM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings
In Oral 3B NLP/Tools
Shibo Hao · Tianyang Liu · Zhen Wang · Zhiting Hu
[ OpenReview] 
Oral
Wed Dec 13 08:00 AM -- 08:15 AM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models
In Oral 3A Neuro
Andrew Luo · Maggie Henderson · Leila Wehbe · Michael Tarr
[ OpenReview] 
Oral
Wed Dec 13 08:00 AM -- 08:15 AM (PST) @ Room R06-R09 (level 2) None
Understanding Diffusion Objectives as the ELBO with Simple Data Augmentation
In Oral 3C Diffusion Models
Diederik Kingma · Ruiqi Gao
[ OpenReview] 
Oral
Wed Dec 13 08:15 AM -- 08:30 AM (PST) @ Room R06-R09 (level 2) None
Entropic Neural Optimal Transport via Diffusion Processes
In Oral 3C Diffusion Models
Nikita Gushchin · Alexander Kolesov · Alexander Korotin · Dmitry Vetrov · Evgeny Burnaev
[ OpenReview] 
Oral
Wed Dec 13 08:15 AM -- 08:30 AM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Toolformer: Language Models Can Teach Themselves to Use Tools
In Oral 3B NLP/Tools
Timo Schick · Jane Dwivedi-Yu · Roberto Dessi · Roberta Raileanu · Maria Lomeli · Eric Hambro · Luke Zettlemoyer · Nicola Cancedda · Thomas Scialom
[ OpenReview] 
Oral
Wed Dec 13 08:15 AM -- 08:30 AM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity
In Oral 3A Neuro
Zijiao Chen · Jiaxin Qing · Juan Helen Zhou
[ OpenReview] 
Oral
Wed Dec 13 08:30 AM -- 08:45 AM (PST) @ Room R06-R09 (level 2) None
DiffuseBot: Breeding Soft Robots With Physics-Augmented Generative Diffusion Models
In Oral 3C Diffusion Models
Tsun-Hsuan Johnson Wang · Juntian Zheng · Pingchuan Ma · Yilun Du · Byungchul Kim · Andrew Spielberg · Josh Tenenbaum · Chuang Gan · Daniela Rus
[ OpenReview] 
Oral
Wed Dec 13 08:30 AM -- 08:45 AM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Human-like Few-Shot Learning via Bayesian Reasoning over Natural Language
In Oral 3A Neuro
Kevin Ellis
[ OpenReview] 
Oral
Wed Dec 13 08:30 AM -- 08:45 AM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Learning Transformer Programs
In Oral 3B NLP/Tools
Dan Friedman · Alexander Wettig · Danqi Chen
[ Slides]  [ OpenReview] 
Oral
Wed Dec 13 01:30 PM -- 01:45 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean
In Oral 4B Datasets & Benchmarks
Spyridon Kondylatos · Ioannis Prapas · Gustau Camps-Valls · Ioannis Papoutsis
[ Slides]  [ OpenReview] 
Oral
Wed Dec 13 01:30 PM -- 01:45 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
A Single-Loop Accelerated Extra-Gradient Difference Algorithm with Improved Complexity Bounds for Constrained Minimax Optimization
In Oral 4A Optimization
Yuanyuan Liu · Fanhua Shang · Weixin An · Junhao Liu · Hongying Liu · Zhouchen Lin
[ OpenReview] 
Oral
Wed Dec 13 01:30 PM -- 01:45 PM (PST) @ Room R06-R09 (level 2) None
Why think step by step? Reasoning emerges from the locality of experience
In Oral 4C COT/reasoning
Ben Prystawski · Michael Li · Noah Goodman
[ Slides]  [ OpenReview] 
Oral
Wed Dec 13 01:45 PM -- 02:00 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Smoothing the Landscape Boosts the Signal for SGD: Optimal Sample Complexity for Learning Single Index Models
In Oral 4A Optimization
Alex Damian · Eshaan Nichani · Rong Ge · Jason Lee
[ OpenReview] 
Oral
Wed Dec 13 01:45 PM -- 02:00 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation
In Oral 4B Datasets & Benchmarks
Sungduk Yu · Walter Hannah · Liran Peng · Jerry Lin · Mohamed Aziz Bhouri · Ritwik Gupta · Björn Lütjens · Justus C. Will · Gunnar Behrens · Julius Busecke · Nora Loose · Charles Stern · Tom Beucler · Bryce Harrop · Benjamin Hillman · Andrea Jenney · Savannah L. Ferretti · Nana Liu · Animashree Anandkumar · Noah Brenowitz · Veronika Eyring · Nicholas Geneva · Pierre Gentine · Stephan Mandt · Jaideep Pathak · Akshay Subramaniam · Carl Vondrick · Rose Yu · Laure Zanna · Tian Zheng · Ryan Abernathey · Fiaz Ahmed · David Bader · Pierre Baldi · Elizabeth Barnes · Christopher Bretherton · Peter Caldwell · Wayne Chuang · Yilun Han · YU HUANG · Fernando Iglesias-Suarez · Sanket Jantre · Karthik Kashinath · Marat Khairoutdinov · Thorsten Kurth · Nicholas Lutsko · Po-Lun Ma · Griffin Mooers · J. David Neelin · David Randall · Sara Shamekh · Mark Taylor · Nathan Urban · Janni Yuval · Guang Zhang · Mike Pritchard
[ OpenReview] 
Oral
Wed Dec 13 01:45 PM -- 02:00 PM (PST) @ Room R06-R09 (level 2) None
Tree of Thoughts: Deliberate Problem Solving with Large Language Models
In Oral 4C COT/reasoning
Shunyu Yao · Dian Yu · Jeffrey Zhao · Izhak Shafran · Tom Griffiths · Yuan Cao · Karthik Narasimhan
[ OpenReview] 
Oral
Wed Dec 13 02:00 PM -- 02:15 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Quilt-1M: One Million Image-Text Pairs for Histopathology
In Oral 4B Datasets & Benchmarks
Wisdom Ikezogwo · Saygin Seyfioglu · Fatemeh Ghezloo · Dylan Geva · Fatwir Sheikh Mohammed · Pavan Kumar Anand · Ranjay Krishna · Linda Shapiro
[ OpenReview] 
Oral
Wed Dec 13 02:00 PM -- 02:15 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Generalizing Nonlinear ICA Beyond Structural Sparsity
In Oral 4A Optimization
Yujia Zheng · Kun Zhang
[ OpenReview] 
Oral
Wed Dec 13 02:00 PM -- 02:15 PM (PST) @ Room R06-R09 (level 2) None
Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection
In Oral 4C COT/reasoning
Yu Bai · Fan Chen · Huan Wang · Caiming Xiong · Song Mei
[ OpenReview] 
Oral
Wed Dec 13 02:15 PM -- 02:30 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Fine-Tuning Language Models with Just Forward Passes
In Oral 4A Optimization
Sadhika Malladi · Tianyu Gao · Eshaan Nichani · Alex Damian · Jason Lee · Danqi Chen · Sanjeev Arora
[ OpenReview] 
Oral
Wed Dec 13 02:15 PM -- 02:30 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
BEDD: The MineRL BASALT Evaluation and Demonstrations Dataset for Training and Benchmarking Agents that Solve Fuzzy Tasks
In Oral 4B Datasets & Benchmarks
Stephanie Milani · Anssi Kanervisto · Karolis Ramanauskas · Sander Schulhoff · Brandon Houghton · Rohin Shah
[ OpenReview] 
Oral
Wed Dec 13 02:15 PM -- 02:30 PM (PST) @ Room R06-R09 (level 2) None
Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective
In Oral 4C COT/reasoning
Guhao Feng · Bohang Zhang · Yuntian Gu · Haotian Ye · Di He · Liwei Wang
[ OpenReview] 
Oral
Thu Dec 14 08:00 AM -- 08:15 AM (PST) @ Room R06-R09 (level 2) None
Visual Instruction Tuning
In Oral 5D Vision
Haotian Liu · Chunyuan Li · Qingyang Wu · Yong Jae Lee
[ OpenReview] 
Oral
Thu Dec 14 08:00 AM -- 08:15 AM (PST) @ Room R02-R05 (level 2) None
Sampling from Gaussian Process Posteriors using Stochastic Gradient Descent
In Oral 5C Probability/Sampling
Jihao Andreas Lin · Javier Antorán · Shreyas Padhy · David Janz · José Miguel Hernández-Lobato · Alexander Terenin
[ OpenReview] 
Oral
Thu Dec 14 08:00 AM -- 08:15 AM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Students Parrot Their Teachers: Membership Inference on Model Distillation
In Oral 5B Privacy/Fairness
Matthew Jagielski · Milad Nasr · Katherine Lee · Christopher A. Choquette-Choo · Nicholas Carlini · Florian Tramer
[ OpenReview] 
Oral
Thu Dec 14 08:00 AM -- 08:15 AM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Going beyond persistent homology using persistent homology
In Oral 5A GNNs/Invariance
Johanna Immonen · Amauri Souza · Vikas Garg
[ Slides]  [ OpenReview] 
Oral
Thu Dec 14 08:15 AM -- 08:30 AM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Clifford Group Equivariant Neural Networks
In Oral 5A GNNs/Invariance
David Ruhe · Johannes Brandstetter · Patrick Forré
[ OpenReview] 
Oral
Thu Dec 14 08:15 AM -- 08:30 AM (PST) @ Room R06-R09 (level 2) None
EgoEnv: Human-centric environment representations from egocentric video
In Oral 5D Vision
Tushar Nagarajan · Santhosh Kumar Ramakrishnan · Ruta Desai · James Hillis · Kristen Grauman
[ OpenReview] 
Oral
Thu Dec 14 08:15 AM -- 08:30 AM (PST) @ Room R02-R05 (level 2) None
A Rigorous Link between Deep Ensembles and (Variational) Bayesian Methods
In Oral 5C Probability/Sampling
Veit David Wild · Sahra Ghalebikesabi · Dino Sejdinovic · Jeremias Knoblauch
[ OpenReview] 
Oral
Thu Dec 14 08:15 AM -- 08:30 AM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face Recognition
In Oral 5B Privacy/Fairness
Samuel Dooley · Rhea Sukthanker · John Dickerson · Colin White · Frank Hutter · Micah Goldblum
[ OpenReview] 
Oral
Thu Dec 14 08:30 AM -- 08:45 AM (PST) @ Room R02-R05 (level 2) None
Optimizing Solution-Samplers for Combinatorial Problems: The Landscape of Policy-Gradient Method
In Oral 5C Probability/Sampling
Constantine Caramanis · Dimitris Fotakis · Alkis Kalavasis · Vasilis Kontonis · Christos Tzamos
[ OpenReview] 
Oral
Thu Dec 14 08:30 AM -- 08:45 AM (PST) @ Room R06-R09 (level 2) None
DataComp: In search of the next generation of multimodal datasets
In Oral 5D Vision
Samir Yitzhak Gadre · Gabriel Ilharco · Alex Fang · Jonathan Hayase · Georgios Smyrnis · Thao Nguyen · Ryan Marten · Mitchell Wortsman · Dhruba Ghosh · Jieyu Zhang · Eyal Orgad · Rahim Entezari · Giannis Daras · Sarah Pratt · Vivek Ramanujan · Yonatan Bitton · Kalyani Marathe · Stephen Mussmann · Richard Vencu · Mehdi Cherti · Ranjay Krishna · Pang Wei Koh · Olga Saukh · Alexander Ratner · Shuran Song · Hannaneh Hajishirzi · Ali Farhadi · Romain Beaumont · Sewoong Oh · Alex Dimakis · Jenia Jitsev · Yair Carmon · Vaishaal Shankar · Ludwig Schmidt
[ OpenReview] 
Oral
Thu Dec 14 08:30 AM -- 08:45 AM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Evaluating Post-hoc Explanations for Graph Neural Networks via Robustness Analysis
In Oral 5A GNNs/Invariance
Junfeng Fang · Wei Liu · Yuan Gao · Zemin Liu · An Zhang · Xiang Wang · Xiangnan He
[ OpenReview] 
Oral
Thu Dec 14 08:30 AM -- 08:45 AM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Ethical Considerations for Responsible Data Curation
In Oral 5B Privacy/Fairness
Jerone Andrews · Dora Zhao · William Thong · Apostolos Modas · Orestis Papakyriakopoulos · Alice Xiang
[ OpenReview] 
Oral
Thu Dec 14 01:20 PM -- 01:35 PM (PST) @ Room R02-R05 (level 2) None
Siamese Masked Autoencoders
In Oral 6C Vision
Agrim Gupta · Jiajun Wu · Jia Deng · Fei-Fei Li
[ OpenReview] 
Oral
Thu Dec 14 01:20 PM -- 01:35 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment
In Oral 6B RL
Tianwei Ni · Michel Ma · Benjamin Eysenbach · Pierre-Luc Bacon
[ OpenReview] 
Oral
Thu Dec 14 01:20 PM -- 01:35 PM (PST) @ Room R06-R09 (level 2) None
Optimal Learners for Realizable Regression: PAC Learning and Online Learning
In Oral 6D Theory
Idan Attias · Steve Hanneke · Alkis Kalavasis · Amin Karbasi · Grigoris Velegkas
[ OpenReview] 
Oral
Thu Dec 14 01:20 PM -- 01:35 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Are Emergent Abilities of Large Language Models a Mirage?
In Oral 6A LLMs
Rylan Schaeffer · Brando Miranda · Sanmi Koyejo
[ OpenReview] 
Oral
Thu Dec 14 01:35 PM -- 01:50 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Task Arithmetic in the Tangent Space: Improved Editing of Pre-Trained Models
In Oral 6A LLMs
Guillermo Ortiz-Jimenez · Alessandro Favero · Pascal Frossard
[ OpenReview] 
Oral
Thu Dec 14 01:35 PM -- 01:50 PM (PST) @ Room R06-R09 (level 2) None
Random Cuts are Optimal for Explainable k-Medians
In Oral 6D Theory
Konstantin Makarychev · Liren Shan
[ OpenReview] 
Oral
Thu Dec 14 01:35 PM -- 01:50 PM (PST) @ Room R02-R05 (level 2) None
Image Captioners Are Scalable Vision Learners Too
In Oral 6C Vision
Michael Tschannen · Manoj Kumar · Andreas Steiner · Xiaohua Zhai · Neil Houlsby · Lucas Beyer
[ OpenReview] 
Oral
Thu Dec 14 01:35 PM -- 01:50 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Bridging RL Theory and Practice with the Effective Horizon
In Oral 6B RL
Cassidy Laidlaw · Stuart J Russell · Anca Dragan
[ OpenReview] 
Oral
Thu Dec 14 01:50 PM -- 02:05 PM (PST) @ Room R06-R09 (level 2) None
Tester-Learners for Halfspaces: Universal Algorithms
In Oral 6D Theory
Aravind Gollakota · Adam Klivans · Konstantinos Stavropoulos · Arsen Vasilyan
[ OpenReview] 
Oral
Thu Dec 14 01:50 PM -- 02:05 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Direct Preference Optimization: Your Language Model is Secretly a Reward Model
In Oral 6B RL
Rafael Rafailov · Archit Sharma · Eric Mitchell · Christopher D Manning · Stefano Ermon · Chelsea Finn
[ OpenReview] 
Oral
Thu Dec 14 01:50 PM -- 02:05 PM (PST) @ Room R02-R05 (level 2) None
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation
In Oral 6C Vision
Saurabh Saxena · Charles Herrmann · Junhwa Hur · Abhishek Kar · Mohammad Norouzi · Deqing Sun · David Fleet
[ OpenReview] 
Oral
Thu Dec 14 01:50 PM -- 02:05 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
The Clock and the Pizza: Two Stories in Mechanistic Explanation of Neural Networks
In Oral 6A LLMs
Ziqian Zhong · Ziming Liu · Max Tegmark · Jacob Andreas
[ OpenReview] 
Oral
Thu Dec 14 02:05 PM -- 02:20 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Jailbroken: How Does LLM Safety Training Fail?
In Oral 6A LLMs
Alexander Wei · Nika Haghtalab · Jacob Steinhardt
[ OpenReview] 
Oral
Thu Dec 14 02:05 PM -- 02:20 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning
In Oral 6B RL
Zeyuan Ma · Hongshu Guo · Jiacheng Chen · Zhenrui Li · Guojun Peng · Yue-Jiao Gong · Yining Ma · Zhiguang Cao
[ Slides]  [ OpenReview] 
Oral
Thu Dec 14 02:05 PM -- 02:20 PM (PST) @ Room R06-R09 (level 2) None
Improved Algorithms for Stochastic Linear Bandits Using Tail Bounds for Martingale Mixtures
In Oral 6D Theory
Hamish Flynn · David Reeb · Melih Kandemir · Jan Peters
[ Slides]  [ OpenReview] 
Oral
Thu Dec 14 02:05 PM -- 02:20 PM (PST) @ Room R02-R05 (level 2) None
Spatial-frequency channels, shape bias, and adversarial robustness
In Oral 6C Vision
Ajay Subramanian · Elena Sizikova · Najib Majaj · Denis Pelli
[ OpenReview]