Sebastian U. Stich

Identifiers

• name variant Sebastian U. Stich 0.60 · backfill

Papers (18)

1. Learning When to Adapt cs.LG · 2026 · author #4
2. LoRA vs. Full Fine-Tuning: A Theoretical Perspective cs.LG · 2026 · author #3
3. Efficient Gradient Methods for Distributed Saddle Problems math.OC · 2026 · author #3
4. Enhancing LLM Training via Spectral Clipping cs.LG · 2026 · author #3
5. Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication cs.LG · 2019 · author #2
6. Error Feedback Fixes SignSGD and other Gradient Compression Schemes cs.LG · 2019 · author #3
7. Efficient Greedy Coordinate Descent for Composite Problems math.OC · 2018 · author #3
8. Sparsified SGD with Memory cs.LG · 2018 · author #1
9. Global linear convergence of Newton's method without strong-convexity or Lipschitz gradients cs.LG · 2018 · author #2
10. Local SGD Converges Fast and Communicates Little math.OC · 2018 · author #1
11. k-SVRG: Variance Reduction for Large Scale Optimization math.OC · 2018 · author #2
12. On Matching Pursuit and Coordinate Descent stat.ML · 2018 · author #6
13. Safe Adaptive Importance Sampling cs.LG · 2017 · author #1
14. Approximate Steepest Coordinate Descent cs.LG · 2017 · author #1
15. On the Existence of Ordinary Triangles math.CO · 2017 · author #5
16. On low complexity Acceleration Techniques for Randomized Optimization: Supplementary Online Material math.OC · 2014 · author #1
17. Variable Metric Random Pursuit math.OC · 2012 · author #1
18. Optimization of Convex Functions with Random Pursuit math.OC · 2011 · author #1

Mentions

• 2603.14315 #3 · arxiv_oai · confidence 0.70 Sebastian U. Stich
• 1210.5114 #1 · backfill · confidence 0.70 Sebastian U. Stich
• 1111.0194 #1 · backfill · confidence 0.70 Sebastian U. Stich
• 2605.19028 #4 · arxiv_oai · confidence 0.70 Sebastian U. Stich
• 2605.19018 #3 · arxiv_oai · confidence 0.70 Sebastian U. Stich
• 2605.18604 #3 · arxiv_oai · confidence 0.70 Sebastian U. Stich

Frequent Coauthors

• Martin Jaggi 8 shared papers
• Anant Raj 4 shared papers
• Sai Praneeth Karimireddy 4 shared papers
• Ali Zindari 2 shared papers
• Anastasia Koloskova 2 shared papers
• Bernd G\"artner 2 shared papers
• Christian L. M\"uller 2 shared papers
• Rotem Mulayoff 2 shared papers
• Xiaowen Jiang 2 shared papers
• Andrei Semenov 1 shared papers
• Anton Rodomanov 1 shared papers
• Bernhard Sch\"olkopf 1 shared papers
• Francesco Locatello 1 shared papers
• Gunnar R\"atsch 1 shared papers
• Hossein Nassajian Mojarrad 1 shared papers
• Jean-Baptiste Cordonnier 1 shared papers
• J\'ozsef Solymosi 1 shared papers
• M\'arton Nasz\'odi 1 shared papers
• May Szedl\'ak 1 shared papers
• Quentin Rebjock 1 shared papers