Robert J. Ravier

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 15

Top Topics

Partial Differential Equations

Reinforcement Learning

Online Convex Optimization

Neural Architecture

Top Venues

Publications

Robert J. Ravier, Denis Garagic, Travis Galoppo, Jacob Peskoe, Bradley J. Rhodes, Peter Zulch
Reinforcement Learning-based Autonomous Sensor Control via Simultaneous Learning of Policies and State-Action Spaces. FUSION (2023)
Mohammadreza Soltani, Suya Wu, Yuerong Li, Robert J. Ravier, Jie Ding, Vahid Tarokh
Compressing Deep Networks Using Fisher Score of Feature Maps. DCC (2021)
Cat P. Le, Mohammadreza Soltani, Robert J. Ravier, Vahid Tarokh
Task-Aware Neural Architecture Search. ICASSP (2021)
Cat P. Le, Mohammadreza Soltani, Robert J. Ravier, Trevor Standley, Silvio Savarese, Vahid Tarokh
Neural Architecture Search From Fréchet Task Distance. CoRR (2021)
Anna K. Yanchenko, Mohammadreza Soltani, Robert J. Ravier, Sayan Mukherjee, Vahid Tarokh
Towards Explainable Convolutional Features for Music Audio Modeling. CoRR (2021)
Cat P. Le, Mohammadreza Soltani, Robert J. Ravier, Vahid Tarokh
Neural Architecture Search From Task Similarity Measure. CoRR (2021)
Mohammadreza Soltani, Suya Wu, Jie Ding, Robert J. Ravier, Vahid Tarokh
On the Information of Feature Maps and Pruning of Deep Neural Networks. ICPR (2020)
Robert J. Ravier, Mohammadreza Soltani, Miguel Antunes Dias Alfaiate, Denis Garagic, Vahid Tarokh
An Interpretable Baseline for Time Series Classification Without Intensive Learning. CoRR (2020)
Cat P. Le, Mohammadreza Soltani, Robert J. Ravier, Vahid Tarokh
Task-Aware Neural Architecture Search. CoRR (2020)
Ali Hasan, João M. Pereira, Robert J. Ravier, Sina Farsiu, Vahid Tarokh
Learning Partial Differential Equations From Data Using Neural Networks. ICASSP (2020)
Yan Zhang, Robert J. Ravier, Michael M. Zavlanos, Vahid Tarokh
A Distributed Online Convex Optimization Algorithm with Improved Dynamic Regret. CDC (2019)
Yan Zhang, Robert J. Ravier, Michael M. Zavlanos, Vahid Tarokh
A Distributed Online Convex Optimization Algorithm with Improved Dynamic Regret. CoRR (2019)
Ali Hasan, João M. Pereira, Robert J. Ravier, Sina Farsiu, Vahid Tarokh
Learning Partial Differential Equations from Data Using Neural Networks. CoRR (2019)
Robert J. Ravier, A. Robert Calderbank, Vahid Tarokh
Prediction in Online Convex Optimization for Parametrizable Objective Functions. CDC (2019)
Robert J. Ravier
Eyes on the Prize: Improved Registration via Forward Propagation. CoRR (2018)