Mark Kozdoba

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 18

Top Topics

Community Detection

Parameter Learning

Top Venues

IEEE Trans. Inf. Theory

J. Comput. Geom.

Publications

Mark Kozdoba, Binyamin Perets, Shie Mannor
Implicitly Normalized Explicitly Regularized Density Estimation. CoRR (2023)
Binyamin Perets, Mark Kozdoba, Shie Mannor
Learning Hidden Markov Models When the Locations of Missing Observations are Unknown. ICML (2023)
Mark Kozdoba, Edward Moroshko, Shie Mannor, Yacov Crammer
Finite Sample Analysis Of Dynamic Regression Parameter Learning. NeurIPS (2022)
Binyamin Perets, Mark Kozdoba, Shie Mannor
Whats Missing? Learning Hidden Markov Models When the Locations of Missing Observations are Unknown. CoRR (2022)
Mark Kozdoba, Shie Mannor
Dimension Free Generalization Bounds for Non Linear Metric Learning. CoRR (2021)
Dan Fisher, Mark Kozdoba, Shie Mannor
Topic Modeling via Full Dependence Mixtures. ICML (2020)
Mark Kozdoba, Jakub Marecek, Tigran T. Tchrakian, Shie Mannor
On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters. AAAI (2019)
Mark Kozdoba, Edward Moroshko, Shie Mannor, Koby Crammer
Variance Estimation For Online Regression via Spectrum Thresholding. CoRR (2019)
Dan Fisher, Mark Kozdoba, Shie Mannor
Topic Modeling via Full Dependence Mixtures. CoRR (2019)
Mark Kozdoba, Shie Mannor
Interdependent Gibbs Samplers. CoRR (2018)
Mark Kozdoba, Jakub Marecek, Tigran T. Tchrakian, Shie Mannor
On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters. CoRR (2018)
Mark Kozdoba, Edward Moroshko, Lior Shani, Takuya Takagi, Takashi Katoh, Shie Mannor, Koby Crammer
Multi Instance Learning For Unbalanced Data. CoRR (2018)
Mark Kozdoba, Shie Mannor
Source Estimation in Time Series and the Surprising Resilience of HMMs. IEEE Trans. Inf. Theory 64 (8) (2018)
Irit Hochberg, Guy Feraru, Mark Kozdoba, Shie Mannor, Moshe Tennenholtz, Elad Yom-Tov
A Reinforcement Learning System to Encourage Physical Activity in Diabetes Patients. CoRR (2016)
Mark Kozdoba, Shie Mannor
Clustering Time Series and the Surprising Robustness of HMMs. CoRR (2016)
Mark Kozdoba, Shie Mannor
Overlapping Communities Detection via Measure Space Embedding. CoRR (2015)
Mark Kozdoba, Shie Mannor
Community Detection via Measure Space Embedding. NIPS (2015)
Mark Kozdoba, Shie Mannor
Overlapping Community Detection by Online Cluster Aggregation. CoRR (2015)
Mark Kozdoba
On projections of metric spaces. J. Comput. Geom. 5 (1) (2014)