Matt Wytock

Publication Activity (10 Years)

Years Active: 2013-2019
Publications (10 Years): 4

Top Topics

Machine Learning

Source Separation

Top Venues

Publications

Neel Guha, Zhecheng Wang, Matt Wytock, Arun Majumdar
Machine Learning for AC Optimal Power Flow. CoRR (2019)
Matt Wytock, Nicholas Moehle, Stephen P. Boyd
Dynamic energy management with scenario-based robust MPC. ACC (2017)
Matt Wytock, Steven Diamond, Felix Heide, Stephen P. Boyd
A New Architecture for Optimization Modeling Frameworks. PyHPC@SC (2016)
Po-Wei Wang, Matt Wytock, J. Zico Kolter
Epigraph projections for fast general convex programming. ICML (2016)
Matt Wytock, J. Zico Kolter
Contextually Supervised Source Separation with Application to Energy Disaggregation. AAAI (2014)
Matt Wytock, Srinivasa M. Salapaka, Murti V. Salapaka
Preventing cascading failures in microgrids with one-sided support vector machines. CDC (2014)
Matt Wytock, Suvrit Sra, Jeremy Z. Kolter
Fast Newton methods for the group fused lasso. UAI (2014)
Neel Guha, Matt Wytock
Course-specific search engines: semi-automated methods for identifying high quality topic-specific corpora. WWW (Companion Volume) (2013)
Matt Wytock, J. Zico Kolter
Sparse Gaussian Conditional Random Fields: Algorithms, Theory, and Application to Energy Forecasting. ICML (3) (2013)
Matt Wytock, J. Zico Kolter
A Fast Algorithm for Sparse Controller Design. CoRR (2013)
Matt Wytock, J. Zico Kolter
Contextually Supervised Source Separation with Application to Energy Disaggregation. CoRR (2013)
Matt Wytock, J. Zico Kolter
Large-scale probabilistic forecasting in energy systems using sparse Gaussian conditional random fields. CDC (2013)