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Algorithms

Developing efficient algorithms that power faster, smarter, and more reliable computing across diverse applications.

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Publication

Wafer Yield Prediction using Derived Spatial Variables

Hang Dong, Nan Chen, Kaibo Wang

Quality and Reliability Engineering International | June 2017

Publication

Algorithmic aspects of Brascamp-Lieb inequalities

Ankit Garg, Leonid Gurvits, Rafael Oliveira, Avi Wigderson

STOC 2017 | June 2017

Publication

Online Learning for Structured Loss Spaces

Aadirupa Saha, Aditya Gopalan, Siddharth Barman

Association for the Advancement of Artificial Intelligence | May 2017

Publication

Online Learning with a Hint

Ofer Dekel, Arthur Flajolet, Nika Haghtalab, Patrick Jaillet

May 2017

May 2017

Publication

Accuracy First: Selecting a Differential Privacy Level for Accuracy Constrained ERM

Katrina Ligett, Seth Neel, Aaron Roth, Bo Waggoner, Steven Wu

31st Conference on Neural Information Processing Systems (NIPS 2017) | May 2017

Publication

The Numerics of GANs

Lars Mescheder, Sebastian Nowozin, Andreas Geiger

Advances in Neural Information Processing Systems 30 (NIPS 2017) | May 2017

Publication

Bounding the gap between the McCormick relaxation and the convex hull for bilinear functions

N. Boland, Santanu S. Dey, T. Kalinowski, Marco Molinaro, F. Rigterink

Mathematical Programming | May 2017, Vol 162: pp. 523-535

Publication

Online Auctions and Multi-scale Online Learning

Sébastien Bubeck, Nikhil Devanur, Zhiyi Huang, Rad Niazadeh

18th ACM conference on Economics and Computation (EC’17) | May 2017

Vidéo

A Generic Framework for Mining Top-k Representative Subgraph Patterns

May 25, 2017 | Sayan Ranu

Mining subgraph patterns is an active area of research. Till now, the focus has primarily been on mining all subgraph patterns in the given database. However, due to the exponential subgraph search space, the number…

A Generic Framework for Mining Top-k Representative Subgraph Patterns

Publication

Multi-Task Learning for Contextual Bandits

Aniket Anand Deshmukh, Urun Dogan, Clay Scott

May 2017

May 2017

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