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Lugosi, Gabor

  1. Mean estimation and regression under heavy-tailed distributions--a\n survey
    2019/06/10 by Gábor Lugosi, Lugosi, Gabor, Shahar Mendelson +1 · 17 citations
    Mathematics · Computer Science · #Statistical Methods and Inference #Bayesian Methods and Mixture Models #Advanced Statistical Methods and Models
  2. Sub-Gaussian mean estimators
    2015/09/19 by Devroye, Luc, Lerasle, Matthieu, Lugosi, Gabor +1 · 6 citations
    #FOS: Mathematics #Statistics Theory (math.ST)
  3. Robust multivariate mean estimation: the optimality of trimmed mean
    2019/07/26 by Lugosi, Gabor, Mendelson, Shahar · 6 citations
    #FOS: Mathematics #Statistics Theory (math.ST)
  4. The on-line shortest path problem under partial monitoring
    2007/04/08 by András György, Gyorgy, Andras, Tamás Linder +5 · 4 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #C.2.1 #C.2.2 #F.1.1 #FOS: Computer and information sciences #I.2.6 #I.2.8 #Machine Learning (cs.LG) #Machine Learning and Algorithms #Optimization and Search Problems #Symbolic Computation (cs.SC)
  5. Risk minimization by median-of-means tournaments
    2016/08/02 by Gabor Lugosi, Shahar Mendelson, Lugosi, Gabor +1 · 1 voice · 3 citations
    Mathematics · #FOS: Mathematics #Statistics Theory (math.ST) #math.ST
  6. Increasing paths in random temporal graphs
    2023/06/20 by Broutin, Nicolas, Kamčev, Nina, Lugosi, Gabor · 3 citations
    #Combinatorics (math.CO) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Probability (math.PR)
  7. Local optima of the Sherrington-Kirkpatrick Hamiltonian
    2017/12/21 by Addario-Berry, Louigi, Devroye, Luc, Lugosi, Gabor +1 · 1 citation
    #Combinatorics (math.CO) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Probability (math.PR)
  8. A remark on "Robust machine learning by median-of-means"
    2017/12/19 by Gábor Lugosi, Shahar Mendelson, Lugosi, Gabor +1 · 1 citation
    Engineering · Computer Science · Mathematics · #Control Systems and Identification #Neural Networks and Applications #Statistical Methods and Inference
  9. Multiplayer bandits without observing collision information
    2018/08/25 by Lugosi, Gabor, Mehrabian, Abbas · 1 citation
    #68Q32 #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  10. On the size of temporal cliques in subcritical random temporal graphs
    2024/04/06 by Atamanchuk, Caelan, Devroye, Luc, Lugosi, Gabor · 2 citations
    #FOS: Mathematics #Probability (math.PR)
  11. Convergence of continuous-time stochastic gradient descent with applications to deep neural networks
    2024/09/11 by Gábor Lugosi, Lugosi, Gabor, Eulàlia Nualart +1 · 2 citations
    Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
  12. A note on estimating the dimension from a random geometric graph
    2023/11/21 by Atamanchuk, Caelan, Devroye, Luc, Lugosi, Gabor · 1 citation
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)