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December 14, 2021

Sample-and-threshold differential privacy: Histograms and applications

Akash Bharadwaj, Graham Cormode

December 14, 2021

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Publication

December 06, 2021

COMPUTER VISION

CORE MACHINE LEARNING

Debugging the Internals of Convolutional Networks

Bilal Alsallakh, Narine Kokhlikyan, Vivek Miglani, Shubham Muttepawar, Edward Wang (AI Infra), Sara Zhang, David Adkins, Orion Reblitz-Richardson

December 06, 2021

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Publication

December 06, 2021

CORE MACHINE LEARNING

Revisiting Graph Neural Networks for Link Prediction

Yinglong Xia

December 06, 2021

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Publication

December 06, 2021

COMPUTER VISION

Early Convolutions Help Transformers See Better

Tete Xiao, Mannat Singh, Eric Mintun, Trevor Darrell, Piotr Dollar, Ross Girshick

December 06, 2021

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Publication

December 06, 2021

NLP

Pay Better Attention to Attention: Head Selection in Multilingual and Multi-Domain Sequence Modeling

Hongyu Gong, Yun Tang, Juan Miguel Pino, Xian Li

December 06, 2021

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Publication

December 05, 2021

INTEGRITY

CORE MACHINE LEARNING

BulletTrain: Accelerating Robust Neural Network Training via Boundary Example Mining

Weizhe Hua, Yichi Zhang, Chuan Guo, Zhiru Zhang, Edward Suh

December 05, 2021

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Publication

December 05, 2021

THEORY

CORE MACHINE LEARNING

Learning on Random Balls is Sufficient for Estimating (Some) Graph Parameters

Takanori Maehara, Hoang NT

December 05, 2021

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Publication

December 05, 2021

REINFORCEMENT LEARNING

Local Differential Privacy for Regret Minimization in Reinforcement Learning

Evrard Garcelon, Vianney Perchet, Ciara Pike-Burke, Matteo Pirotta

December 05, 2021

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Publication

December 05, 2021

REINFORCEMENT LEARNING

Hierarchical Skills for Efficient Exploration

Jonas Gehring, Gabriel Synnaeve, andreas krause, Nicolas Usunier

December 05, 2021

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Publication

December 05, 2021

Interpretable agent communication from scratch (with a generic visual processor emerging on the side)

Marco Baroni, Evgeny Kharitonov, Roberto Dessì

December 05, 2021

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Publication

November 16, 2021

NLP

Can Transformers Jump Around Right in Natural Language? Assessing Performance Transfer from SCAN

Rahma Chaabouni, Roberto Dessì, Evgeny Kharitonov

November 16, 2021

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Publication

November 16, 2021

COMPUTER VISION

How Meta is working to assess fairness in relation to race in the U.S. across its products and systems

Rachad Alao, Miranda Bogen, Jingang Miao Ilya Mironov, Jonathan Tannen

November 16, 2021

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