output
20132025
most citedZoneout: Regularizing RNNs by Randomly Preserving Hidden Activations

167 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2023Show all

4 papers · 1 filter

cs.CL2023★ 10 cited

Towards Detecting Contextual Real-Time Toxicity for In-Game Chat

Zachary Yang, Nicolas Grenan-Godbout, Reihaneh Rabbany

Real-time toxicity detection in online environments poses a significant challenge, due to the increasing prevalence of social media and gaming platforms. We introduce ToxBuster, a…

cs.LG2023★ 2 cited

Can Forward Gradient Match Backpropagation?

Louis Fournier, Stéphane Rivaud, Eugene Belilovsky +2

Forward Gradients - the idea of using directional derivatives in forward differentiation mode - have recently been shown to be utilizable for neural network training while avoiding…

cs.LG2023

: Accelerating Asynchronous Communication in Decentralized Deep Learning

Adel Nabli, Eugene Belilovsky, Edouard Oyallon

Distributed training of Deep Learning models has been critical to many recent successes in the field. Current standard methods primarily rely on synchronous centralized algorithms…

cs.LO2023

Chronosymbolic Learning: Efficient CHC Solving with Symbolic Reasoning and Inductive Learning

Ziyan Luo, Xujie Si

Solving Constrained Horn Clauses (CHCs) is a fundamental challenge behind a wide range of verification and analysis tasks. Data-driven approaches show great promise in improving CH…