Deep Learning Methods for the Noniterative Conditional Expectation G-Formula for Causal Inference from Complex Observational…
L3Ms – Lagrange Large Language Modelsby Guneet S. Dhillon, Xingjian Shi, Yee Whye Teh, Alex…
Bayesian Regression for Predicting Subscription to Bank Term Deposits in Direct Marketing Campaignsby Muhammad Farhan…
Personalized Federated Learning with Mixture of Models for Adaptive Prediction and Model Fine-Tuningby Pouya M.…
MultiTok: Variable-Length Tokenization for Efficient LLMs Adapted from LZW Compressionby Noel Elias, Homa Esfahanizadeh, Kaan…
Exploring the Design Space of Diffusion Bridge Models via Stochasticity Controlby Shaorong Zhang, Yuanbin Cheng,…
Super-resolution in disordered media using neural networksby Alexander Christie, Matan Leibovich, Miguel Moscoso, Alexei Novikov,…
Mitigating Gradient Overlap in Deep Residual Networks with Gradient Normalization for Improved Non-Convex Optimizationby Juyoung…
Deep Trees for (Un)structured Data: Tractability, Performance, and Interpretabilityby Dimitris Bertsimas, Lisa Everest, Jiayi Gu,…
Reducing the Scope of Language Models with Circuit Breakersby David Yunis, Siyu Huo, Chulaka Gunasekara,…