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2020 – today
- 2022
[c4]Mark Kozdoba, Edward Moroshko, Shie Mannor, Yacov Crammer:
Finite Sample Analysis Of Dynamic Regression Parameter Learning. NeurIPS 2022- [i11]Binyamin Perets, Mark Kozdoba, Shie Mannor:
Whats Missing? Learning Hidden Markov Models When the Locations of Missing Observations are Unknown. CoRR abs/2203.06527 (2022) - 2021
- [i10]Mark Kozdoba, Shie Mannor:
Dimension Free Generalization Bounds for Non Linear Metric Learning. CoRR abs/2102.03802 (2021) - 2020
- [c3]Dan Fisher, Mark Kozdoba, Shie Mannor:
Topic Modeling via Full Dependence Mixtures. ICML 2020: 3188-3198
2010 – 2019
- 2019
- [c2]Mark Kozdoba, Jakub Marecek
, Tigran T. Tchrakian, Shie Mannor:
On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters. AAAI 2019: 4098-4105 - [i9]Mark Kozdoba, Edward Moroshko, Shie Mannor, Koby Crammer:
Variance Estimation For Online Regression via Spectrum Thresholding. CoRR abs/1906.05591 (2019) - [i8]Dan Fisher, Mark Kozdoba, Shie Mannor:
Topic Modeling via Full Dependence Mixtures. CoRR abs/1906.06181 (2019) - 2018
- [j2]Mark Kozdoba, Shie Mannor:
Source Estimation in Time Series and the Surprising Resilience of HMMs. IEEE Trans. Inf. Theory 64(8): 5555-5569 (2018) - [i7]Mark Kozdoba, Shie Mannor:
Interdependent Gibbs Samplers. CoRR abs/1804.03958 (2018) - [i6]Mark Kozdoba, Jakub Marecek, Tigran T. Tchrakian, Shie Mannor:
On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters. CoRR abs/1809.05870 (2018) - [i5]Mark Kozdoba, Edward Moroshko, Lior Shani, Takuya Takagi, Takashi Katoh, Shie Mannor, Koby Crammer:
Multi Instance Learning For Unbalanced Data. CoRR abs/1812.07010 (2018) - 2016
- [i4]Mark Kozdoba, Shie Mannor:
Clustering Time Series and the Surprising Robustness of HMMs. CoRR abs/1605.02531 (2016) - [i3]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 abs/1605.04070 (2016) - 2015
- [c1]Mark Kozdoba, Shie Mannor:
Community Detection via Measure Space Embedding. NIPS 2015: 2890-2898 - [i2]Mark Kozdoba, Shie Mannor:
Overlapping Communities Detection via Measure Space Embedding. CoRR abs/1504.06796 (2015) - [i1]Mark Kozdoba, Shie Mannor:
Overlapping Community Detection by Online Cluster Aggregation. CoRR abs/1504.06798 (2015) - 2014
- [j1]Mark Kozdoba:
On projections of metric spaces. J. Comput. Geom. 5(1): 275-283 (2014)
Coauthor Index
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