Mehrdad Mahdavi

Identifiers

• name variant Mehrdad Mahdavi 0.60 · backfill

Papers (20)

1. Subspace-Aware Sparse Autoencoders for Effective Mechanistic Interpretability cs.LG · 2026 · author #2
2. Learning Feature Nonlinearities with Non-Convex Regularized Binned Regression cs.LG · 2017 · author #2
3. Sketching Meets Random Projection in the Dual: A Provable Recovery Algorithm for Big and High-dimensional Data cs.LG · 2016 · author #3
4. Train and Test Tightness of LP Relaxations in Structured Prediction stat.ML · 2015 · author #2
5. Matrix Factorization with Explicit Trust and Distrust Relationships cs.SI · 2014 · author #2
6. Exploiting Smoothness in Statistical Learning, Sequential Prediction, and Stochastic Optimization cs.LG · 2014 · author #1
7. Binary Excess Risk for Smooth Convex Surrogates cs.LG · 2014 · author #1
8. Excess Risk Bounds for Exponentially Concave Losses cs.LG · 2014 · author #1
9. Beating the Minimax Rate of Active Learning with Prior Knowledge cs.LG · 2013 · author #2
10. MixedGrad: An O(1/T) Convergence Rate Algorithm for Stochastic Smooth Optimization cs.LG · 2013 · author #1
11. Passive Learning with Target Risk cs.LG · 2013 · author #1
12. Sparse Multiple Kernel Learning with Geometric Convergence Rate cs.LG · 2013 · author #3
13. Online Stochastic Optimization with Multiple Objectives cs.LG · 2012 · author #1
14. Recovering the Optimal Solution by Dual Random Projection cs.LG · 2012 · author #2
15. An Improved Bound for the Nystrom Method for Large Eigengap cs.LG · 2012 · author #1
16. Efficient Constrained Regret Minimization cs.LG · 2012 · author #1
17. An Efficient Primal-Dual Prox Method for Non-Smooth Optimization cs.LG · 2012 · author #2
18. Regret Bound by Variation for Online Convex Optimization cs.LG · 2011 · author #2
19. Trading Regret for Efficiency: Online Convex Optimization with Long Term Constraints cs.LG · 2011 · author #1
20. Improved Bound for the Nystrom's Method and its Application to Kernel Classification cs.LG · 2011 · author #3

Mentions

• 1511.01419 #2 · backfill · confidence 0.70 Mehrdad Mahdavi
• 2606.06333 #2 · arxiv_oai · confidence 0.70 Mehrdad Mahdavi
• 1209.0001 #1 · arxiv_oai · confidence 0.70 Mehrdad Mahdavi
• 1111.2262 #3 · arxiv_oai · confidence 0.70 Mehrdad Mahdavi
• 1408.0325 #2 · backfill · confidence 0.70 Mehrdad Mahdavi
• 1407.5908 #1 · backfill · confidence 0.70 Mehrdad Mahdavi
• 1402.1792 #1 · backfill · confidence 0.70 Mehrdad Mahdavi
• 1401.4566 #1 · backfill · confidence 0.70 Mehrdad Mahdavi
• 1311.4803 #2 · backfill · confidence 0.70 Mehrdad Mahdavi
• 1307.7192 #1 · backfill · confidence 0.70 Mehrdad Mahdavi
• 1302.2157 #1 · backfill · confidence 0.70 Mehrdad Mahdavi
• 1302.0315 #3 · backfill · confidence 0.70 Mehrdad Mahdavi
• 1211.6013 #1 · backfill · confidence 0.70 Mehrdad Mahdavi
• 1211.3046 #2 · backfill · confidence 0.70 Mehrdad Mahdavi
• 1209.0001 #1 · backfill · confidence 0.70 Mehrdad Mahdavi
• 1205.2265 #1 · backfill · confidence 0.70 Mehrdad Mahdavi
• 1201.5283 #2 · backfill · confidence 0.70 Mehrdad Mahdavi
• 1111.6337 #2 · backfill · confidence 0.70 Mehrdad Mahdavi
• 1111.6082 #1 · backfill · confidence 0.70 Mehrdad Mahdavi
• 1111.2262 #3 · backfill · confidence 0.70 Mehrdad Mahdavi

Frequent Coauthors

• Rong Jin 14 shared papers
• Tianbao Yang 9 shared papers
• Lijun Zhang 3 shared papers
• Shenghuo Zhu 3 shared papers
• Adrian Weller 1 shared papers
• David Sontag 1 shared papers
• Jason D. Lee 1 shared papers
• Jialei Wang 1 shared papers
• Jiasi Chen 1 shared papers
• Mehrnoush Shamsfard 1 shared papers
• Mladen Kolar 1 shared papers
• Mohamed Sarwat 1 shared papers
• Nathan Srebro 1 shared papers
• Ofer Meshi 1 shared papers
• Rana Forsati 1 shared papers
• Samet Oymak 1 shared papers
• Seyed Arshan Dalili 1 shared papers
• Yu-Feng Li 1 shared papers
• Zhi-Hua Zhou 1 shared papers