Thomas Robert

4 papers · 2018–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge 🚀 Conference Pioneer

Conferences

ECCV (2) ICLR (1) NIPS (1)

Top co-authors

Matthieu Cord (2) Mher Safaryan (2) Dan Alistarh (2) Ionut-Vlad Modoranu (2) Peter Richtarik (1) Arthur Douillard (1) Grigory Malinovsky (1) Eduardo Valle (1) Nicolas Thome (1) Charles Ollion (1)

Keywords

distributed optimization (1) neural network optimization (1) convergence guarantee (1) adaptive optimization (1) gradient compression (1) memory efficiency (1) adam optimizer (1) adaptive optimizer (1) neural network (1)

Papers

LDAdam: Adaptive Optimization from Low-Dimensional Gradient Statistics ICLR 2025

MicroAdam: Accurate Adaptive Optimization with Low Space Overhead and Provable Convergence NIPS 2024

PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning ECCV 2020

HybridNet: Classification and Reconstruction Cooperation for Semi-Supervised Learning ECCV 2018