Mark Kozdoba

CoRR, May, 2025

Bias Detection via Maximum Subgroup Discrepancy.

[BibT_eX]

[DOI]

CoRR, February, 2025

2024

Efficient Fairness-Performance Pareto Front Computation.

[BibT_eX]

[DOI]

CoRR, 2024

Sobolev Space Regularised Pre Density Models.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Implicitly Normalized Explicitly Regularized Density Estimation.

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

2022

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

[BibT_eX]

[DOI]

CoRR, 2022

Finite Sample Analysis Of Dynamic Regression Parameter Learning.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

CoRR, 2021

2020

Topic Modeling via Full Dependence Mixtures.

[BibT_eX]

[DOI]

Dan Fisher

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

2019

Variance Estimation For Online Regression via Spectrum Thresholding.

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

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

2018

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

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2018

Multi Instance Learning For Unbalanced Data.

[BibT_eX]

[DOI]

CoRR, 2018

Interdependent Gibbs Samplers.

[BibT_eX]

[DOI]

CoRR, 2018

2016

Clustering Time Series and the Surprising Robustness of HMMs.

[BibT_eX]

[DOI]

CoRR, 2016

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

[BibT_eX]

[DOI]

CoRR, 2016

2015

Overlapping Community Detection by Online Cluster Aggregation.

[BibT_eX]

[DOI]

CoRR, 2015

Overlapping Communities Detection via Measure Space Embedding.

[BibT_eX]

[DOI]

CoRR, 2015

Community Detection via Measure Space Embedding.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]