76 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
3 papers
On the Power of Interactive Proofs for Learning
Tom Gur, Mohammad Mahdi Jahanara, Mohammad Mahdi Khodabandeh +3
We continue the study of doubly-efficient proof systems for verifying agnostic PAC learning, for which we obtain the following results. - We construct an interactive protocol for l…
Fast On-the-fly Retraining-free Sparsification of Convolutional Neural Networks
Amir H. Ashouri, Tarek S. Abdelrahman, Alwyn Dos Remedios
Modern Convolutional Neural Networks (CNNs) are complex, encompassing millions of parameters. Their deployment exerts computational, storage and energy demands, particularly on emb…
A Quantization-Friendly Separable Convolution for MobileNets
Tao Sheng, Chen Feng, Shaojie Zhuo +3
As deep learning (DL) is being rapidly pushed to edge computing, researchers invented various ways to make inference computation more efficient on mobile/IoT devices, such as netwo…