Dmitry Storcheus

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 6

Top Topics

Multiple Sources

Feature Extraction

Structured Output

Dimensionality Reduction

Top Venues

Publications

Corinna Cortes, Mehryar Mohri, Dmitry Storcheus, Ananda Theertha Suresh
Boosting with Multiple Sources. NeurIPS (2021)
Corinna Cortes, Mehryar Mohri, Javier Gonzalvo, Dmitry Storcheus
Agnostic Learning with Multiple Objectives. NeurIPS (2020)
Corinna Cortes, Mehryar Mohri, Dmitry Storcheus
Regularized Gradient Boosting. NeurIPS (2019)
Shanshan Wu, Alex Dimakis, Sujay Sanghavi, Felix X. Yu, Daniel Niels Holtmann-Rice, Dmitry Storcheus, Afshin Rostamizadeh, Sanjiv Kumar
Learning a Compressed Sensing Measurement Matrix via Gradient Unrolling. ICML (2019)
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Dmitry Storcheus, Scott Yang
Efficient Gradient Computation for Structured Output Learning with Rational and Tropical Losses. NeurIPS (2018)
Shanshan Wu, Alexandros G. Dimakis, Sujay Sanghavi, Felix X. Yu, Daniel Niels Holtmann-Rice, Dmitry Storcheus, Afshin Rostamizadeh, Sanjiv Kumar
The Sparse Recovery Autoencoder. CoRR (2018)
Mehryar Mohri, Afshin Rostamizadeh, Dmitry Storcheus
Generalization Bounds for Supervised Dimensionality Reduction. FE@NIPS (2015)
Dmitry Storcheus, Mehryar Mohri, Afshin Rostamizadeh
Foundations of Coupled Nonlinear Dimensionality Reduction. CoRR (2015)
Dmitry Storcheus, Afshin Rostamizadeh, Sanjiv Kumar
A Survey of Modern Questions and Challenges in Feature Extraction. FE@NIPS (2015)