232 citations · 270 across the 10 of their papers we have counts for
3 papers · 1 filter
MINT: Deep Network Compression via Mutual Information-based Neuron Trimming
Madan Ravi Ganesh, Jason J. Corso, Salimeh Yasaei Sekeh
Most approaches to deep neural network compression via pruning either evaluate a filter's importance using its weights or optimize an alternative objective function with sparsity c…
A Geometric Approach to Online Streaming Feature Selection
Salimeh Yasaei Sekeh, Madan Ravi Ganesh, Shurjo Banerjee +2
Online Streaming Feature Selection (OSFS) is a sequential learning problem where individual features across all samples are made available to algorithms in a streaming fashion. In…
Floyd-Warshall Reinforcement Learning: Learning from Past Experiences to Reach New Goals
Vikas Dhiman, Shurjo Banerjee, Jeffrey M. Siskind +1
Consider mutli-goal tasks that involve static environments and dynamic goals. Examples of such tasks, such as goal-directed navigation and pick-and-place in robotics, abound. Two t…