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Published Date

Publication

Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes

Jianshu Chen (jianshuc), Chong Wang, Lin Xiao (lixiao), Ji He, Lihong Li, Li Deng

Advances in Neural Information Processing Systems (NIPS) 29 | December 2017

Project

Microsoft Research Blog

Will machines one day be as creative as humans?

December 4, 2017 | Sebastian Nowozin

Recent methods in artificial intelligence enable AI software to produce rich and creative digital artifacts such as text and images painted from scratch. One technique used in creating these artifacts are generative adversarial networks (GANs).…

Publication

Collecting Telemetry Data Privately

Bolin Ding, Janardhan (Jana) Kulkarni, Sergey Yekhanin

Advances in Neural Information Processing Systems 30 | December 2017

Project

Publication

Online Learning with a Hint

Ofer Dekel, Arthur Flajolet, Nika Haghtalab, Patrick Jaillet

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

Publication

LightGBM: A Highly Efficient Gradient Boosting Decision Tree

Guolin Ke, Qi Meng, Thomas Finely, Taifeng Wang, Wei Chen, Weidong Ma, Qiwei Ye, Tie-Yan Liu

Advances in Neural Information Processing Systems 30 (NIP 2017) | December 2017

Project

Publication

Mean Field Residual Networks: On the Edge of Chaos

Greg Yang, Samuel S. Schoenholz

Neural Information Processing Systems (NIPS) 2017 | December 2017

Publication

Thy Friend is My Friend: Iterative Collaborative Filtering for Sparse Matrix Estimation

Christian Borgs, Jennifer Chayes, Christina E. Lee, Devavrat Shah

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

Publication

Clustering Billions of Reads for DNA Data Storage

Cyrus Rashtchian, Konstantin Makarychev, Miklos Racz, Siena Ang, Djordje Jevdjic, Sergey Yekhanin, Luis Ceze, Karin Strauss

Advances in Neural Information Processing Systems 30 | December 2017

Project

Publication

Collaborative PAC Learning

Avrim Blum, Nika Haghtalab, Ariel D. Procaccia, Mingda Qiao

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

Publication

Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach

Emmanouil Antonios Platanios, Hoifung Poon, Tom M. Mitchell, Eric Horvitz

Neural Information Processing Systems | December 2017