vix.ing · top · new · best · stats · spec

Kontorovich, Aryeh

  1. Concentration in unbounded metric spaces and algorithmic stability
    2013/09/04 by Kontorovich, Aryeh · 4 citations
    #60D99 #FOS: Computer and information sciences #FOS: Mathematics #Functional Analysis (math.FA) #Machine Learning (cs.LG) #Probability (math.PR)
  2. Estimating the Mixing Time of Ergodic Markov Chains
    2019/02/01 by Geoffrey Wolfer, Wolfer, Geoffrey, Aryeh Kontorovich +1 · 3 citations
    Mathematics · Neuroscience · #FOS: Computer and information sciences #FOS: Mathematics #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Statistical Methods and Bayesian Inference #Statistics Theory (math.ST)
  3. On the Concentration of the Missing Mass
    2012/10/11 by Berend, Daniel, Kontorovich, Aryeh · 2 citations
    #39B72 #60F10 #FOS: Mathematics #Probability (math.PR)
  4. Efficient Classification for Metric Data
    2013/06/11 by Gottlieb, Lee-Ad, Kontorovich, Aryeh, Krauthgamer, Robert · 2 citations
    #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  5. Consistency of weighted majority votes
    2013/12/02 by Daniel Berend, Berend, Daniel, Aryeh Kontorovich +1 · 2 citations
    Decision Sciences · Economics, Econometrics and Finance · #60C05 #60F15 #Advanced Bandit Algorithms Research #Auction Theory and Applications #FOS: Computer and information sciences #FOS: Mathematics #Game Theory and Voting Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR)
  6. Concentration of measure without independence: a unified approach via the martingale method
    2016/02/01 by Aryeh Kontorovich, Kontorovich, Aryeh, Maxim Raginsky +1 · 2 citations
    Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Markov Chains and Monte Carlo Methods #Probability (math.PR)
  7. Mixing time estimation in reversible Markov chains from a single sample path
    2017/08/24 by Hsu, Daniel, Kontorovich, Aryeh, Levin, David A. +2 · 2 citations
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR) #Statistics Theory (math.ST)
  8. Sample Compression for Real-Valued Learners
    2018/05/21 by Steve Hanneke, Aryeh Kontorovich, Hanneke, Steve +3 · 2 citations
    Computer Science · Decision Sciences · #Machine Learning and Algorithms #Machine Learning and Data Classification #Advanced Bandit Algorithms Research
  9. Improved Generalization Bounds for Adversarially Robust Learning
    2018/10/04 by Attias, Idan, Kontorovich, Aryeh, Mansour, Yishay · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  10. Fat-Shattering Dimension of k-fold Aggregations
    2021/10/10 by Idan Attias, Aryeh Kontorovich, Attias, Idan +1 · 2 citations
    Computer Science · Decision Sciences · Mathematics · #Advanced Algebra and Logic #FOS: Computer and information sciences #FOS: Mathematics #Functional Analysis (math.FA) #Fuzzy Systems and Optimization #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multi-Criteria Decision Making
  11. On the tensorization of the variational distance
    2024/09/16 by Aryeh Kontorovich, Kontorovich, Aryeh · 4 citations
    Engineering · #Advanced Numerical Analysis Techniques #FOS: Mathematics #Probability (math.PR)
  12. Efficient Regression in Metric Spaces via Approximate Lipschitz Extension
    2011/11/18 by Gottlieb, Lee-Ad, Kontorovich, Aryeh, Krauthgamer, Robert · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. On the Convergence of the Empirical Distribution
    2012/05/30 by Berend, Daniel, Kontorovich, Aryeh · 1 citation
    #62G07 #62G20 #FOS: Mathematics #Statistics Theory (math.ST)
  14. Exact Lower Bounds for the Agnostic Probably-Approximately-Correct (PAC)\n Machine Learning Model
    2016/06/28 by Aryeh Kontorovich, Iosif Pinelis, Kontorovich, Aryeh +1 · 1 citation
    Computer Science · Engineering · Mathematics · #Machine Learning and Algorithms #Fault Detection and Control Systems #Statistical Methods and Inference
  15. Learning convex polyhedra with margin
    2018/05/24 by Gottlieb, Lee-Ad, Kaufman, Eran, Kontorovich, Aryeh +1 · 1 citation
    #Computational Complexity (cs.CC) #Computational Geometry (cs.CG) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  16. Statistical Estimation of Ergodic Markov Chain Kernel over Discrete State Space
    2018/09/13 by Wolfer, Geoffrey, Kontorovich, Aryeh · 1 citation
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
  17. Agnostic Sample Compression Schemes for Regression
    2018/10/03 by Attias, Idan, Hanneke, Steve, Kontorovich, Aryeh +1 · 1 citation
    #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
  18. Minimax Testing of Identity to a Reference Ergodic Markov Chain
    2019/01/31 by Wolfer, Geoffrey, Kontorovich, Aryeh · 1 citation
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
  19. Stable Sample Compression Schemes: New Applications and an Optimal SVM Margin Bound
    2020/11/09 by Hanneke, Steve, Kontorovich, Aryeh · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  20. On learning parametric-output HMMs
    2013/02/25 by Aryeh Kontorovich, Kontorovich, Aryeh, Boaz Nadler +3 · 1 citation
    Computer Science · Decision Sciences · #Machine Learning and Algorithms #Bayesian Methods and Mixture Models #Advanced Bandit Algorithms Research
  21. Splitting the Difference on Adversarial Training
    2023/10/03 by Levi, Matan, Kontorovich, Aryeh · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. The Empirical Mean is Minimax Optimal for Local Glivenko-Cantelli
    2024/10/02 by Doron Cohen, Aryeh Kontorovich, Cohen, Doron +3 · 1 voice · 1 citation
    Computer Science · Mathematics · #Digital Filter Design and Implementation #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Methodology (stat.ME) #Statistics Theory (math.ST) #cs.LG #math.ST #stat.ME
  23. Sharp bounds on aggregate expert error
    2024/07/23 by Aryeh Kontorovich, Kontorovich, Aryeh, Avital, Ariel · 1 citation
    Decision Sciences · Computer Science · #Risk and Portfolio Optimization #Target Tracking and Data Fusion in Sensor Networks #Bayesian Modeling and Causal Inference