Alex Havrilla

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 5

Top Topics

Generalization Error

Generative Process

Top Venues

Publications

Alex Havrilla, Sharath Chandra Raparthy, Christoforos Nalmpantis, Jane Dwivedi-Yu, Maksym Zhuravinskyi, Eric Hambro, Roberta Railneau
GLoRe: When, Where, and How to Improve LLM Reasoning via Global and Local Refinements. CoRR (2024)
Alex Havrilla, Yuqing Du, Sharath Chandra Raparthy, Christoforos Nalmpantis, Jane Dwivedi-Yu, Maksym Zhuravinskyi, Eric Hambro, Sainbayar Sukhbaatar, Roberta Raileanu
Teaching Large Language Models to Reason with Reinforcement Learning. CoRR (2024)
Alex Havrilla, Maia Iyer
Understanding the Effect of Noise in LLM Training Data with Algorithmic Chains of Thought. CoRR (2024)
Hao Liu, Alex Havrilla, Rongjie Lai, Wenjing Liao
Deep Nonparametric Estimation of Intrinsic Data Structures by Chart Autoencoders: Generalization Error and Robustness. CoRR (2023)
Biraj Dahal, Alex Havrilla, Minshuo Chen, Tuo Zhao, Wenjing Liao
On Deep Generative Models for Approximation and Estimation of Distributions on Manifolds. CoRR (2023)