Alexander J. Smola

Identifiers

• name variant Alexander J. Smola 0.60 · backfill

Papers (17)

1. Trust the Batch, On- or Off-Policy: Adaptive Policy Optimization for RL Post-Training cs.LG · 2026 · author #4
2. P3O: Policy-on Policy-off Policy Optimization cs.LG · 2019 · author #3
3. Compressed Video Action Recognition cs.CV · 2017 · author #5
4. Variational Reasoning for Question Answering with Knowledge Graph cs.LG · 2017 · author #4
5. Sampling Matters in Deep Embedding Learning cs.CV · 2017 · author #3
6. Spectral Methods for Nonparametric Models cs.LG · 2017 · author #4
7. Joint Hacking and Latent Hazard Rate Estimation stat.AP · 2016 · author #2
8. Attributing Hacks cs.LG · 2016 · author #2
9. Explaining reviews and ratings with PACO: Poisson Additive Co-Clustering cs.LG · 2015 · author #4
10. AdaDelay: Delay Adaptive Distributed Stochastic Convex Optimization stat.ML · 2015 · author #4
11. Graph Partitioning via Parallel Submodular Approximation to Accelerate Distributed Machine Learning cs.DC · 2015 · author #3
12. Fast Differentially Private Matrix Factorization cs.LG · 2015 · author #3
13. ACCAMS: Additive Co-Clustering to Approximate Matrices Succinctly cs.LG · 2014 · author #3
14. A la Carte - Learning Fast Kernels cs.LG · 2014 · author #2
15. Robust Near-Isometric Matching via Structured Learning of Graphical Models cs.CV · 2008 · author #3
16. A Kernel Method for the Two-Sample Problem cs.LG · 2008 · author #5
17. Kernel methods in machine learning math.ST · 2007 · author #3

Mentions

• 0809.3618 #3 · backfill · confidence 0.70 Alexander J. Smola
• 0805.2368 #5 · backfill · confidence 0.70 Alexander J. Smola

Frequent Coauthors

• Chao-Yuan Wu 4 shared papers
• Yu-Xiang Wang 3 shared papers
• Ziqi Liu 3 shared papers
• Alex Beutel 2 shared papers
• Amr Ahmed 2 shared papers
• Kyle Soska 2 shared papers
• Le Song 2 shared papers
• Manzil Zaheer 2 shared papers
• Mu Li 2 shared papers
• Philipp Kr\"ahenb\"uhl 2 shared papers
• Qinghua Zheng 2 shared papers
• Rasool Fakoor 2 shared papers
• R. Manmatha 2 shared papers
• Adams Wei Yu 1 shared papers
• Andrew Gordon Wilson 1 shared papers
• Arthur Gretton 1 shared papers
• Bernhard Sch\"olkopf 1 shared papers
• Bernhard Scholkopf 1 shared papers
• Dave G. Andersen 1 shared papers
• Hanjun Dai 1 shared papers