Search Results for author: Jim Huang

Found 4 papers, 2 papers with code

Detecting Damage Building Using Real-time Crowdsourced Images and Transfer Learning

1 code implementation12 Oct 2021 Gaurav Chachra, Qingkai Kong, Jim Huang, Srujay Korlakunta, Jennifer Grannen, Alexander Robson, Richard Allen

After significant earthquakes, we can see images posted on social media platforms by individuals and media agencies owing to the mass usage of smartphones these days.

Transfer Learning

Enhance word representation for out-of-vocabulary on Ubuntu dialogue corpus

1 code implementation ICLR 2018 Jianxiong Dong, Jim Huang

Ubuntu dialogue corpus is the largest public available dialogue corpus to make it feasible to build end-to-end deep neural network models directly from the conversation data.

Online optimization and regret guarantees for non-additive long-term constraints

no code implementations17 Feb 2016 Rodolphe Jenatton, Jim Huang, Dominik Csiba, Cedric Archambeau

We consider online optimization in the 1-lookahead setting, where the objective does not decompose additively over the rounds of the online game.

Adaptive Algorithms for Online Convex Optimization with Long-term Constraints

no code implementations23 Dec 2015 Rodolphe Jenatton, Jim Huang, Cédric Archambeau

We present an adaptive online gradient descent algorithm to solve online convex optimization problems with long-term constraints , which are constraints that need to be satisfied when accumulated over a finite number of rounds T , but can be violated in intermediate rounds.

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