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Alex Smola

Identifiers

  • name variant Alex Smola 0.60 · backfill

Papers (31)

  1. ProactBench: Beyond What The User Asked For cs.LG · 2026 · author #4
  2. The Pok\'emon Theorem and other Fairness Impossibility Results cs.LG · 2026 · author #2
  3. Multimodal Chain-of-Thought Reasoning in Language Models cs.CL · 2023 · author #6
  4. Automatic Chain of Thought Prompting in Large Language Models cs.CL · 2022 · author #4
  5. Deep Factors for Forecasting stat.ML · 2019 · author #2
  6. Deep Factors with Gaussian Processes for Forecasting stat.ML · 2018 · author #3
  7. Deep Graphs cs.LG · 2018 · author #2
  8. Detecting and Correcting for Label Shift with Black Box Predictors cs.LG · 2018 · author #3
  9. Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning cs.CL · 2017 · author #7
  10. Efficient Multitask Feature and Relationship Learning cs.LG · 2017 · author #3
  11. AIDE: Fast and Communication Efficient Distributed Optimization math.OC · 2016 · author #5
  12. Stochastic Frank-Wolfe Methods for Nonconvex Optimization math.OC · 2016 · author #4
  13. Neural Machine Translation with Recurrent Attention Modeling cs.NE · 2016 · author #5
  14. Fast Stochastic Methods for Nonsmooth Nonconvex Optimization math.OC · 2016 · author #4
  15. Stochastic Variance Reduction for Nonconvex Optimization math.OC · 2016 · author #5
  16. Fast Incremental Method for Nonconvex Optimization math.OC · 2016 · author #4
  17. Data Driven Resource Allocation for Distributed Learning cs.LG · 2015 · author #6
  18. Stacked Attention Networks for Image Question Answering cs.LG · 2015 · author #5
  19. On Variance Reduction in Stochastic Gradient Descent and its Asynchronous Variants cs.LG · 2015 · author #5
  20. Privacy for Free: Posterior Sampling and Stochastic Gradient Monte Carlo stat.ML · 2015 · author #3
  21. Deep Fried Convnets cs.LG · 2014 · author #5
  22. Trend Filtering on Graphs stat.ML · 2014 · author #3
  23. The Falling Factorial Basis and Its Statistical Applications stat.ML · 2014 · author #2
  24. Randomized Nonlinear Component Analysis stat.ML · 2014 · author #3
  25. Hokusai - Sketching Streams in Real Time cs.DB · 2012 · author #2
  26. Exponential Families for Conditional Random Fields cs.LG · 2012 · author #2
  27. Super-Samples from Kernel Herding cs.LG · 2012 · author #3
  28. Regret Bounds for Deterministic Gaussian Process Bandits cs.LG · 2012 · author #2
  29. Parallel Online Learning cs.LG · 2011 · author #4
  30. Feature Hashing for Large Scale Multitask Learning cs.AI · 2009 · author #5
  31. Supervised Feature Selection via Dependence Estimation cs.LG · 2007 · author #2

Mentions

  • 1210.4891 #2 · backfill · confidence 0.70 Alex Smola
  • 1207.4131 #2 · backfill · confidence 0.70 Alex Smola
  • 1203.3472 #3 · backfill · confidence 0.70 Alex Smola
  • 1203.2177 #2 · backfill · confidence 0.70 Alex Smola
  • 1103.4204 #4 · backfill · confidence 0.70 Alex Smola
  • 2210.03493 #4 · arxiv_oai · confidence 0.70 Alex Smola
  • 0902.2206 #5 · backfill · confidence 0.70 Alex Smola
  • 0704.2668 #2 · backfill · confidence 0.70 Alex Smola

Frequent Coauthors