Enhancing Stochastic Optimization for Statistical Efficiency Using ROOT-SGD with Diminishing Stepsizeby Chris Junchi LiFirst submitted…
Representing Rule-based Chatbots with Transformersby Dan Friedman, Abhishek Panigrahi, Danqi ChenFirst submitted to arxiv on:…
Fast Matrix Multiplications for Lookup Table-Quantized LLMsby Han Guo, William Brandon, Radostin Cholakov, Jonathan Ragan-Kelley,…
Improving Hyperbolic Representations via Gromov-Wasserstein Regularizationby Yifei Yang, Wonjun Lee, Dongmian Zou, Gilad LermanFirst submitted…
ConTEXTure: Consistent Multiview Images to Textureby Jaehoon Ahn, Sumin Cho, Harim Jung, Kibeom Hong, Seonghoon…
Three Dogmas of Reinforcement Learningby David Abel, Mark K. Ho, Anna HarutyunyanFirst submitted to arxiv…
Arena Learning: Build Data Flywheel for LLMs Post-training via Simulated Chatbot Arenaby Haipeng Luo, Qingfeng…
Balancing the Scales: Reinforcement Learning for Fair Classificationby Leon Eshuijs, Shihan Wang, Antske FokkensFirst submitted…
Evaluating Model Bias Requires Characterizing its Mistakesby Isabela Albuquerque, Jessica Schrouff, David Warde-Farley, Taylan Cemgil,…
Deep Diffusion Image Prior for Efficient OOD Adaptation in 3D Inverse Problemsby Hyungjin Chung, Jong…