Elad Gilboa

Publication Activity (10 Years)

Years Active: 2012-2018
Publications (10 Years): 6

Top Topics

Gaussian Process

Asset Management

Nearest Neighbor

Hyperparameters

Top Venues

Publications

Gal Dalal, Elad Gilboa, Shie Mannor, Louis Wehenkel
Chance-Constrained Outage Scheduling using a Machine Learning Proxy. CoRR (2018)
Gal Dalal, Elad Gilboa, Shie Mannor
Hierarchical Decision Making In Electricity Grid Management. CoRR (2016)
Gal Dalal, Elad Gilboa, Shie Mannor
Distributed scenario-based optimization for asset management in a hierarchical decision making environment. PSCC (2016)
Gal Dalal, Elad Gilboa, Shie Mannor, Louis Wehenkel
Unit Commitment using Nearest Neighbor as a Short-Term Proxy. CoRR (2016)
Gal Dalal, Elad Gilboa, Shie Mannor
Distributed Scenario-Based Optimization for Asset Management in a Hierarchical Decision Making Environment. CoRR (2016)
Gal Dalal, Elad Gilboa, Shie Mannor
Hierarchical Decision Making In Electricity Grid Management. ICML (2016)
Elad Gilboa, Yunus Saatci, John P. Cunningham
Scaling Multidimensional Inference for Structured Gaussian Processes. IEEE Trans. Pattern Anal. Mach. Intell. 37 (2) (2015)
Andrew Gordon Wilson, Elad Gilboa, John P. Cunningham, Arye Nehorai
Fast Kernel Learning for Multidimensional Pattern Extrapolation. NIPS (2014)
Andrew Gordon Wilson, Elad Gilboa, Arye Nehorai, John P. Cunningham
GPatt: Fast Multidimensional Pattern Extrapolation with Gaussian Processes. CoRR (2013)
Elad Gilboa, Phani Chavali, Peng Yang, Arye Nehorai
Distributed optimization via adaptive regularization for large problems with separable constraints. ICASSP (2013)
Elad Gilboa, Yunus Saatçi, John P. Cunningham
Scaling Multidimensional Gaussian Processes using Projected Additive Approximations. ICML (1) (2013)
Peng Yang, Phani Chavali, Elad Gilboa, Arye Nehorai
Parallel Load Schedule Optimization With Renewable Distributed Generators in Smart Grids. IEEE Trans. Smart Grid 4 (3) (2013)
Elad Gilboa, Patricio S. La Rosa, Arye Nehorai
Estimating electrical conductivity tensors of biological tissues using microelectrode arrays. EMBC (2012)
Elad Gilboa, Phani Chavali, Peng Yang, Arye Nehorai
Distributed Optimization via Adaptive Regularization for Large Problems with Separable Constraints. CoRR (2012)