NeurIPS 2024 Conference Submissions

Smoothie: Label Free Language Model Routing
Neel Guha, Mayee F Chen, Trevor Chow, Ishan S. Khare, Christopher Re
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Identification of Analytic Nonlinear Dynamical Systems with Non-asymptotic Guarantees
Negin Musavi, Ziyao Guo, Geir Dullerud, Yingying Li
- Published: 25 Sept 2024, Last Modified: 15 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
Bisimulation Metrics are Optimal Transport Distances, and Can be Computed Efficiently
Sergio Calo, Anders Jonsson, Gergely Neu, Ludovic Schwartz, Javier Segovia-Aguas
- Published: 25 Sept 2024, Last Modified: 06 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers
Jonas Ngnawe, Sabyasachi Sahoo, Yann Batiste Pequignot, Frederic Precioso, Christian Gagné
- Published: 25 Sept 2024, Last Modified: 25 Dec 2024
- NeurIPS 2024 poster
- Readers: Everyone
Schur Nets: exploiting local structure for equivariance in higher order graph neural networks
QINGQI ZHANG, Ruize Xu, Risi Kondor
- Published: 25 Sept 2024, Last Modified: 24 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
Efficient Minimum Bayes Risk Decoding using Low-Rank Matrix Completion Algorithms
Firas Trabelsi, David Vilar, Mara Finkelstein, Markus Freitag
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
EGSST: Event-based Graph Spatiotemporal Sensitive Transformer for Object Detection
Sheng Wu, Hang Sheng, Hui Feng, Bo Hu
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
The Power of Resets in Online Reinforcement Learning
Zakaria Mhammedi, Dylan J Foster, Alexander Rakhlin
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 spotlight
- Readers: Everyone
Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance
Joshua McClellan, Naveed Haghani, John Winder, Furong Huang, Pratap Tokekar
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Accelerating ERM for data-driven algorithm design using output-sensitive techniques
Maria Florina Balcan, Christopher Seiler, Dravyansh Sharma
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
ActAnywhere: Subject-Aware Video Background Generation
Boxiao Pan, Zhan Xu, Chun-Hao Paul Huang, Krishna Kumar Singh, Yang Zhou, Leonidas Guibas, Jimei Yang
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
A Compositional Atlas for Algebraic Circuits
Benjie Wang, Denis Mauá, Guy Van den Broeck, YooJung Choi
- Published: 25 Sept 2024, Last Modified: 16 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
Low-Rank Optimal Transport through Factor Relaxation with Latent Coupling
Peter Halmos, Xinhao Liu, Julian Gold, Benjamin Raphael
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps
Christopher Kymn, Sonia Mazelet, Anthony Hitchcock Thomas, Denis Kleyko, Edward Paxon Frady, Friedrich Sommer, Bruno Olshausen
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
On Tractable $\Phi$-Equilibria in Non-Concave Games
Yang Cai, Constantinos Costis Daskalakis, Haipeng Luo, Chen-Yu Wei, Weiqiang Zheng
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Better by default: Strong pre-tuned MLPs and boosted trees on tabular data
David Holzmüller, Leo Grinsztajn, Ingo Steinwart
- Published: 25 Sept 2024, Last Modified: 15 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
Refusal in Language Models Is Mediated by a Single Direction
Andy Arditi, Oscar Balcells Obeso, Aaquib Syed, Daniel Paleka, Nina Rimsky, Wes Gurnee, Neel Nanda
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Trace is the Next AutoDiff: Generative Optimization with Rich Feedback, Execution Traces, and LLMs
Ching-An Cheng, Allen Nie, Adith Swaminathan
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
SIRIUS : Contexual Sparisty with Correction for Efficient LLMs
Yang Zhou, Zhuoming Chen, Zhaozhuo Xu, Xi Victoria Lin, Beidi Chen
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Attack-Aware Noise Calibration for Differential Privacy
Bogdan Kulynych, Juan Felipe Gomez, Georgios Kaissis, Flavio Calmon, Carmela Troncoso
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Fairness in Social Influence Maximization via Optimal Transport
Shubham Chowdhary, Giulia De Pasquale, Nicolas Lanzetti, Ana-Andreea Stoica, Florian Dorfler
- Published: 25 Sept 2024, Last Modified: 06 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
A Critical Evaluation of AI Feedback for Aligning Large Language Models
Archit Sharma, Sedrick Keh, Eric Mitchell, Chelsea Finn, Kushal Arora, Thomas Kollar
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Paths to Equilibrium in Games
Bora Yongacoglu, Gurdal Arslan, Lacra Pavel, Serdar Yuksel
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 spotlight
- Readers: Everyone
Tangent Space Causal Inference: Leveraging Vector Fields for Causal Discovery in Dynamical Systems
Kurt Butler, Daniel Waxman, Petar Djuric
- Published: 25 Sept 2024, Last Modified: 16 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
Towards Effective Planning Strategies for Dynamic Opinion Networks
Bharath Chandra Muppasani, Protik Nag, Vignesh Narayanan, Biplav Srivastava, Michael Huhns
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone