Mark Kozdoba

According to our database, Mark Kozdoba authored at least 17 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Implicitly Normalized Explicitly Regularized Density Estimation.

Mark Kozdoba, Binyamin Perets, Shie Mannor

CoRR, 2023

Learning Hidden Markov Models When the Locations of Missing Observations are Unknown.

Binyamin Perets, Mark Kozdoba, Shie Mannor

Proceedings of the International Conference on Machine Learning, 2023

2022

Whats Missing? Learning Hidden Markov Models When the Locations of Missing Observations are Unknown.

Binyamin Perets, Mark Kozdoba, Shie Mannor

CoRR, 2022

Finite Sample Analysis Of Dynamic Regression Parameter Learning.

Mark Kozdoba, Edward Moroshko, Shie Mannor, Yacov Crammer

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Dimension Free Generalization Bounds for Non Linear Metric Learning.

Mark Kozdoba, Shie Mannor

CoRR, 2021

2020

Topic Modeling via Full Dependence Mixtures.

Dan Fisher, Mark Kozdoba, Shie Mannor

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Variance Estimation For Online Regression via Spectrum Thresholding.

Mark Kozdoba, Edward Moroshko, Shie Mannor, Koby Crammer

CoRR, 2019

On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters.

Mark Kozdoba, Jakub Marecek, Tigran T. Tchrakian, Shie Mannor

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Source Estimation in Time Series and the Surprising Resilience of HMMs.

Mark Kozdoba, Shie Mannor

IEEE Trans. Inf. Theory, 2018

Multi Instance Learning For Unbalanced Data.

Mark Kozdoba, Edward Moroshko, Lior Shani, Takuya Takagi, Takashi Katoh, Shie Mannor, Koby Crammer

CoRR, 2018

Interdependent Gibbs Samplers.

Mark Kozdoba, Shie Mannor

CoRR, 2018

2016

Clustering Time Series and the Surprising Robustness of HMMs.

Mark Kozdoba, Shie Mannor

CoRR, 2016

A Reinforcement Learning System to Encourage Physical Activity in Diabetes Patients.

Irit Hochberg, Guy Feraru, Mark Kozdoba, Shie Mannor, Moshe Tennenholtz, Elad Yom-Tov

CoRR, 2016

2015

Overlapping Community Detection by Online Cluster Aggregation.

Mark Kozdoba, Shie Mannor

CoRR, 2015

Overlapping Communities Detection via Measure Space Embedding.

Mark Kozdoba, Shie Mannor

CoRR, 2015

Community Detection via Measure Space Embedding.

Mark Kozdoba, Shie Mannor

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2014

On projections of metric spaces.

Mark Kozdoba

J. Comput. Geom., 2014