Dmitry Storcheus

According to our database, Dmitry Storcheus authored at least 10 papers between 2015 and 2021.

Collaborative distances:

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

2021

Theory and Algorithms for Several Central Problems in Large-Scale Machine Learning.

Dmitry Storcheus

PhD thesis, 2021

Boosting with Multiple Sources.

Corinna Cortes, Mehryar Mohri, Dmitry Storcheus, Ananda Theertha Suresh

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Agnostic Learning with Multiple Objectives.

Corinna Cortes, Mehryar Mohri, Javier Gonzalvo, Dmitry Storcheus

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Regularized Gradient Boosting.

Corinna Cortes, Mehryar Mohri, Dmitry Storcheus

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning a Compressed Sensing Measurement Matrix via Gradient Unrolling.

Shanshan Wu, Alex Dimakis, Sujay Sanghavi, Felix X. Yu, Daniel Niels Holtmann-Rice, Dmitry Storcheus, Afshin Rostamizadeh, Sanjiv Kumar

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

The Sparse Recovery Autoencoder.

Shanshan Wu, Alexandros G. Dimakis, Sujay Sanghavi, Felix X. Yu, Daniel Niels Holtmann-Rice, Dmitry Storcheus, Afshin Rostamizadeh, Sanjiv Kumar

CoRR, 2018

Efficient Gradient Computation for Structured Output Learning with Rational and Tropical Losses.

Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Dmitry Storcheus, Scott Yang

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2015

Foundations of Coupled Nonlinear Dimensionality Reduction.

Dmitry Storcheus, Mehryar Mohri, Afshin Rostamizadeh

CoRR, 2015

A Survey of Modern Questions and Challenges in Feature Extraction.

Dmitry Storcheus, Afshin Rostamizadeh, Sanjiv Kumar

Proceedings of the 1st Workshop on Feature Extraction: Modern Questions and Challenges, 2015

Generalization Bounds for Supervised Dimensionality Reduction.

Mehryar Mohri, Afshin Rostamizadeh, Dmitry Storcheus

Proceedings of the 1st Workshop on Feature Extraction: Modern Questions and Challenges, 2015