Building Knowledge That’s Truly Implementable Tomorrow

AAAI 2018

Product Quantized Translation for Fast Nearest Neighbor Search

Yoonho Hwang, Mooyeol Baek, Saehoon Kim, Bohyung Han, and Hee-Kap Ahn

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AAAI 2018

On the Optimal Bit Complexity of Circulant Binary Embedding

Saehoon Kim, Jungtaek Kim and Seungjin Choi

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ICML 2017

Sparse + Group-Sparse Dirty Models: Statistical Guarantees without Unreasonable Conditions and a Case for Non-Convexity

Eunho Yang and A. Lozano

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ICML 2017

SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization

Juyoung Kim, YooKoon Park, Gunhee Kim, and Sungju Hwang

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ICML 2017

Graphical Models for Ordinal Data: A Tale of Two Approaches

Arun Sai Suggala, Eunho Yang, and P. Ravikumar

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ICML 2017

Combined Group and Exclusive Sparsity for Deep Neural Networks

Jaehong Yoon and SungJu Hwang

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