Martin Jaggi

12

Papers

45

Total Citations

1

Affiliations

Affiliations

EPFL

Papers (12)

Effective Interplay between Sparsity and Quantization: From Theory to Practice

CoTFormer: A Chain of Thought Driven Architecture with Budget-Adaptive Computation Cost at Inference

Enhancing Multilingual LLM Pretraining with Model-Based Data Selection

NeurIPS 2025arXiv

On-Device Collaborative Language Modeling via a Mixture of Generalists and Specialists

GRAPE: Optimize Data Mixture for Group Robust Multi-target Adaptive Pretraining

NeurIPS 2025arXiv

The Privacy Power of Correlated Noise in Decentralized Learning

Spectral Preconditioning for Gradient Methods on Graded Non-convex Functions

DOGE: Domain Reweighting with Generalization Estimation

On Convergence of Incremental Gradient for Non-convex Smooth Functions

LASER: Linear Compression in Wireless Distributed Optimization

Rotational Equilibrium: How Weight Decay Balances Learning Across Neural Networks

Ghost Noise for Regularizing Deep Neural Networks