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Mark Kozdoba · SciRah

Researcher profile · Semantic Scholar

Mark Kozdoba

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Mark Kozdoba — researcher profile on SciRah

h-index: 4
Works: 29
Citations: 327

Most-cited papers

Encouraging Physical Activity in Patients With Diabetes: Intervention Using a Reinforcement Learning System
E. Yom-Tov, G. Feraru, Mark Kozdoba, Shie Mannor +2 more
2016Journal of Medical Internet Research205 citations Open access
Semantic Scholar
On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters
Mark Kozdoba, Jakub Marecek, T. Tchrakian, Shie Mannor
2018AAAI Conference on Artificial Intelligence37 citations Open access
Semantic Scholar
Community Detection via Measure Space Embedding
Mark Kozdoba, Shie Mannor
2015Neural Information Processing Systems34 citations
Semantic Scholar
Encouraging Physical Activity in Patients With Diabetes Through Automatic Personalized Feedback via Reinforcement Learning Improves Glycemic Control
I. Hochberg, G. Feraru, Mark Kozdoba, Shie Mannor +2 more
2016Diabetes Care30 citations
Semantic Scholar
Bias Detection via Maximum Subgroup Discrepancy
Jiri Nemecek, Mark Kozdoba, Illia Kryvoviaz, Tom'avs Pevn'y +1 more
2025Knowledge Discovery and Data Mining4 citations Open access
Semantic Scholar
Overlapping Community Detection by Online Cluster Aggregation
Mark Kozdoba, Shie Mannor
2015arXiv.org4 citations
Semantic Scholar
Topic Modeling via Full Dependence Mixtures
D. Fisher, Mark Kozdoba, Shie Mannor
2019International Conference on Machine Learning3 citations
Semantic Scholar
Efficient Fairness-Performance Pareto Front Computation
Mark Kozdoba, Benny Perets, Shie Mannor
2024Neural Information Processing Systems2 citations
Semantic Scholar
Sobolev Space Regularised Pre Density Models
Mark Kozdoba, Benny Perets, Shie Mannor
2023International Conference on Machine Learning2 citations
Semantic Scholar
Whats Missing? Learning Hidden Markov Models When the Locations of Missing Observations are Unknown
Benny Perets, Mark Kozdoba, Shie Mannor
2022arXiv.org2 citations Open access
Semantic Scholar
Representative Action Selection for Large Action-Space Meta-Bandits
Quan Zhou, Mark Kozdoba, Shie Mannor
2025arXiv.org1 citations
Semantic Scholar
Learning Hidden Markov Models When the Locations of Missing Observations are Unknown
Benny Perets, Mark Kozdoba, Shie Mannor
2022International Conference on Machine Learning1 citations
Semantic Scholar
Source Estimation in Time Series and the Surprising Resilience of HMMs
Mark Kozdoba, Shie Mannor
2018IEEE Transactions on Information Theory1 citations Open access
Semantic Scholar
Multi Instance Learning For Unbalanced Data
Mark Kozdoba, E. Moroshko, Lior Shani, Takuya Takagi +3 more
2018arXiv.org1 citations
Semantic Scholar
Clustering Time Series and the Surprising Robustness of HMMs
Mark Kozdoba, Shie Mannor
2016arXiv.org1 citations
Semantic Scholar
Intersectional Fairness via Mixed-Integer Optimization
Jiri Nemecek, Mark Kozdoba, Illia Kryvoviaz, T. Pevný +1 more
2026arXiv.org0 citations
Semantic Scholar
How Deep Are Deep GPs, Really? A Sharp Threshold and a Non-Gaussian Limit for Compositional GPs
Mark Kozdoba, Shie Mannor
2026arXiv.org0 citations
Semantic Scholar
Learning Graded Sparse Mechanisms: A Representation Theorem and Certified Generalization
Mark Kozdoba, Shie Mannor
20260 citations
Semantic Scholar
Score the Algebra, Not the Span: Dimension Reduction for Transfer Operator Models of Dynamical Systems
Mark Kozdoba, Shie Mannor
20260 citations
Semantic Scholar
Representative Action Selection for Large Action Space Bandit Families
Quan Zhou, Mark Kozdoba, Shie Mannor
20250 citations
Semantic Scholar
Dimension Free Generalization Bounds for Non Linear Metric Learning
Mark Kozdoba, Shie Mannor
2021arXiv.org0 citations
Semantic Scholar
Variance Estimation For Dynamic Regression via Spectrum Thresholding
Mark Kozdoba, E. Moroshko
20200 citations
Semantic Scholar
Finite Sample Analysis Of Dynamic Regression Parameter Learning
Mark Kozdoba, E. Moroshko, Shie Mannor, Yacov Crammer
2019Neural Information Processing Systems0 citations Open access
Semantic Scholar
Variance Estimation For Online Regression via Spectrum Thresholding
Mark Kozdoba, E. Moroshko, Shie Mannor, K. Crammer
2019arXiv.org0 citations
Semantic Scholar
Interdependent Gibbs Samplers
Mark Kozdoba, Shie Mannor
2018arXiv.org0 citations
Semantic Scholar
1 4 Se p 20 16 Clustering Time Series and the Surprising Resilience of HMMs
Mark Kozdoba, Shie Mannor
20160 citations
Semantic Scholar
Overlapping Communities Detection via Measure Space Embedding
Mark Kozdoba, Shie Mannor
2015arXiv.org0 citations
Semantic Scholar
On projections of metric spaces
Mark Kozdoba
2011Journal of Computational Geometry0 citations
Semantic Scholar
On the smallest L_2 projection of a curve in R^n
Mark Kozdoba
20090 citations
Semantic Scholar

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Shie Mannor — researcher profile on SciRah
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