Havrilla, Alexander

7 publications

ICLRW 2025 Igda: Interactive Graph Discovery Through Large Language Model Agents Alexander Havrilla, David Alvarez-Melis, Nicolo Fusi

ICLRW 2025 Understanding Inference Scaling Laws for Mixtures of LLMs Alexander Havrilla, Srishti Gureja

ICML 2024 GLoRe: When, Where, and How to Improve LLM Reasoning via Global and Local Refinements Alexander Havrilla, Sharath Chandra Raparthy, Christoforos Nalmpantis, Jane Dwivedi-Yu, Maksym Zhuravinskyi, Eric Hambro, Roberta Raileanu

ICMLW 2024 Teaching Large Language Models to Reason with Reinforcement Learning Alexander Havrilla, Yuqing Du, Sharath Chandra Raparthy, Christoforos Nalmpantis, Jane Dwivedi-Yu, Eric Hambro, Sainbayar Sukhbaatar, Roberta Raileanu

NeurIPSW 2023 A Study on Improving Reasoning in Language Models Yuqing Du, Alexander Havrilla, Sainbayar Sukhbaatar, Pieter Abbeel, Roberta Raileanu

NeurIPSW 2023 ARB: Advanced Reasoning Benchmark for Large Language Models Tomohiro Sawada, Daniel Paleka, Alexander Havrilla, Pranav Tadepalli, Paula Vidas, Alexander Kranias, John Nay, Kshitij Gupta, Aran Komatsuzaki

NeurIPS 2022 On Deep Generative Models for Approximation and Estimation of Distributions on Manifolds Biraj Dahal, Alexander Havrilla, Minshuo Chen, Tuo Zhao, Wenjing Liao