Hadrien Hendrikx

40 papers A* 8A 4Journal 25Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Byzantine-Robust Gossip: Insights from a Dual Approach. Trans. Mach. Learn. Res. Renaud Gaucher, Hadrien Hendrikx, Aymeric Dieuleveut
2026	J	`jnl`	From Inexact Gradients to Byzantine Robustness: Acceleration and Optimization under Similarity. CoRR Renaud Gaucher, Aymeric Dieuleveut, Hadrien Hendrikx
2025	J	`jnl`	Asynchronous Speedup in Decentralized Optimization. IEEE Trans. Autom. Control. Mathieu Even, Hadrien Hendrikx, Laurent Massoulié
2025	J	`jnl`	BotaCLIP: Contrastive Learning for Botany-Aware Representation of Earth Observation Data. CoRR Selene Cerna, Sara Si-Moussi, Wilfried Thuiller, Hadrien Hendrikx, Vincent Miele
2025	A*	`conf`	Unified Breakdown Analysis for Byzantine Robust Gossip. ICML Renaud Gaucher, Aymeric Dieuleveut, Hadrien Hendrikx
2024	J	`jnl`	Byzantine-Robust Gossip: Insights from a Dual Approach. CoRR Renaud Gaucher, Hadrien Hendrikx, Aymeric Dieuleveut
2024	J	`jnl`	Exponential Moving Average of Weights in Deep Learning: Dynamics and Benefits. CoRR Daniel Morales-Brotons, Thijs Vogels, Hadrien Hendrikx
2024	J	`jnl`	Exponential Moving Average of Weights in Deep Learning: Dynamics and Benefits. Trans. Mach. Learn. Res. Daniel Morales-Brotons, Thijs Vogels, Hadrien Hendrikx
2024	A	`conf`	The Relative Gaussian Mechanism and its Application to Private Gradient Descent. AISTATS Hadrien Hendrikx, Paul Mangold, Aurélien Bellet
2023	A	`conf`	A principled framework for the design and analysis of token algorithms. AISTATS Hadrien Hendrikx
2023	J	`jnl`	Beyond Spectral Gap: The Role of the Topology in Decentralized Learning. J. Mach. Learn. Res. Thijs Vogels, Hadrien Hendrikx, Martin Jaggi
2023	J	`jnl`	Beyond spectral gap (extended): The role of the topology in decentralized learning. CoRR Thijs Vogels, Hadrien Hendrikx, Martin Jaggi
2023	A*	`conf`	Revisiting Gradient Clipping: Stochastic bias and tight convergence guarantees. ICML Anastasia Koloskova, Hadrien Hendrikx, Sebastian U. Stich
2023	J	`jnl`	Revisiting Gradient Clipping: Stochastic bias and tight convergence guarantees. CoRR Anastasia Koloskova, Hadrien Hendrikx, Sebastian U. Stich
2023	J	`jnl`	The Relative Gaussian Mechanism and its Application to Private Gradient Descent. CoRR Hadrien Hendrikx, Paul Mangold, Aurélien Bellet
2022	J	`jnl`	A principled framework for the design and analysis of token algorithms. CoRR Hadrien Hendrikx
2022	J	`jnl`	Beyond spectral gap: The role of the topology in decentralized learning. CoRR Thijs Vogels, Hadrien Hendrikx, Martin Jaggi
2022	A*	`conf`	Beyond spectral gap: the role of the topology in decentralized learning. NeurIPS Thijs Vogels, Hadrien Hendrikx, Martin Jaggi
2021	J	`jnl`	A Continuized View on Nesterov Acceleration for Stochastic Gradient Descent and Randomized Gossip. CoRR Mathieu Even, Raphaël Berthier, Francis R. Bach, Nicolas Flammarion, Pierre Gaillard, Hadrien Hendrikx, Laurent Massoulié, Adrien B. Taylor
2021	—	`—`	Accelerated Methods for Distributed Optimization. (Méthodes Accélérées pour l'Optimisation Distribuée). Hadrien Hendrikx
2021	J	`jnl`	An Optimal Algorithm for Decentralized Finite-Sum Optimization. SIAM J. Optim. Hadrien Hendrikx, Francis R. Bach, Laurent Massoulié
2021	A*	`conf`	Continuized Accelerations of Deterministic and Stochastic Gradient Descents, and of Gossip Algorithms. NeurIPS Mathieu Even, Raphaël Berthier, Francis R. Bach, Nicolas Flammarion, Hadrien Hendrikx, Pierre Gaillard, Laurent Massoulié, Adrien B. Taylor
2021	J	`jnl`	Decentralized Optimization with Heterogeneous Delays: a Continuous-Time Approach. CoRR Mathieu Even, Hadrien Hendrikx, Laurent Massoulié
2021	A*	`conf`	Fast Stochastic Bregman Gradient Methods: Sharp Analysis and Variance Reduction. ICML Radu-Alexandru Dragomir, Mathieu Even, Hadrien Hendrikx
2020	J	`jnl`	An Optimal Algorithm for Decentralized Finite Sum Optimization. CoRR Hadrien Hendrikx, Francis R. Bach, Laurent Massoulié
2020	J	`jnl`	Asynchrony and Acceleration in Gossip Algorithms. CoRR Mathieu Even, Hadrien Hendrikx, Laurent Massoulié
2020	A*	`conf`	Dual-Free Stochastic Decentralized Optimization with Variance Reduction. NeurIPS Hadrien Hendrikx, Francis R. Bach, Laurent Massoulié
2020	J	`jnl`	Dual-Free Stochastic Decentralized Optimization with Variance Reduction. CoRR Hadrien Hendrikx, Francis R. Bach, Laurent Massoulié
2020	A*	`conf`	Statistically Preconditioned Accelerated Gradient Method for Distributed Optimization. ICML Hadrien Hendrikx, Lin Xiao, Sébastien Bubeck, Francis R. Bach, Laurent Massoulié
2020	J	`jnl`	Statistically Preconditioned Accelerated Gradient Method for Distributed Optimization. CoRR Hadrien Hendrikx, Lin Xiao, Sébastien Bubeck, Francis R. Bach, Laurent Massoulié
2020	A	`conf`	Who Started This Rumor? Quantifying the Natural Differential Privacy of Gossip Protocols. DISC Aurélien Bellet, Rachid Guerraoui, Hadrien Hendrikx
2019	A	`conf`	Accelerated Decentralized Optimization with Local Updates for Smooth and Strongly Convex Objectives. AISTATS Hadrien Hendrikx, Francis R. Bach, Laurent Massoulié
2019	A*	`conf`	An Accelerated Decentralized Stochastic Proximal Algorithm for Finite Sums. NeurIPS Hadrien Hendrikx, Francis R. Bach, Laurent Massoulié
2019	J	`jnl`	An Accelerated Decentralized Stochastic Proximal Algorithm for Finite Sums. CoRR Hadrien Hendrikx, Francis R. Bach, Laurent Massoulié
2019	J	`jnl`	Asynchronous Accelerated Proximal Stochastic Gradient for Strongly Convex Distributed Finite Sums. CoRR Hadrien Hendrikx, Francis R. Bach, Laurent Massoulié
2019	J	`jnl`	Who started this rumor? Quantifying the natural differential privacy guarantees of gossip protocols. CoRR Aurélien Bellet, Rachid Guerraoui, Hadrien Hendrikx
2018	J	`jnl`	Accelerated Decentralized Optimization with Local Updates for Smooth and Strongly Convex Objectives. CoRR Hadrien Hendrikx, Laurent Massoulié, Francis R. Bach
2017	J	`jnl`	Can AIs learn to avoid human interruption? CoRR El Mahdi El Mhamdi, Rachid Guerraoui, Hadrien Hendrikx, Alexandre Maurer
2017	—	`conf`	Dynamic Safe Interruptibility for Decentralized Multi-Agent Reinforcement Learning. NIPS El Mahdi El Mhamdi, Rachid Guerraoui, Hadrien Hendrikx, Alexandre Maurer
2016	—	`conf`	Toward a route detection method base on detail call records. LA-CCI Hadrien Hendrikx, Miguel Núñez del Prado Cortez