Sanjay Krishnan
4 papers · 2014–2019 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
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Conference Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Core AI
(2)
Optimization & Theory Β· Machine Learning
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Robotics
(1)
Application Areas
(1)
Architectures
(1)
Capabilities
(1)
Learning Types
(1)
Methods
(1)
Optimization
(1)
Optimization & Theory Β· Deep Learning
(1)
Keywords
imitation learning
(2)
stochastic optimization
(1)
reinforcement learning
(1)
stochastic gradient descent
(1)
primal-dual optimization
(1)
distributed optimization
(1)
robot learning
(1)
skill discovery
(1)
machine learning
(1)
primal-dual algorithm
(1)
communication efficiency
(1)
robot manipulation
(1)
stochastic dual coordinate ascent
(1)
dual coordinate ascent
(1)
convergence rate
(1)
convolutional neural network
(1)
primal-dual method
(1)
deep neural network
(1)
frequency domain
(1)
resource efficiency
(1)
Papers
Band-limited Training and Inference for Convolutional Neural Networks
ICML 2019
Parametrized Hierarchical Procedures for Neural Programming
ICLR 2018
DDCO: Discovery of Deep Continuous Options for Robot Learning from Demonstrations
CoRL 2017
Communication-Efficient Distributed Dual Coordinate Ascent
NeurIPS 2014