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 Collaborative PAC Learning Avrim Blum, Nika Haghtalab, Ariel D. Procaccia, Mingda Qiao Advances in Neural Information Processing Systems 30 (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 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
Publication Identifying Outlier Arms in Multi-Armed Bandit Honglei Zhuang, Chi Wang, Yifan Wang Advances in Neural Information Processing Systems 30 (NIPS 2017) | December 2017 Project
Publication The Importance of Communities for Learning to Influence Eric Balkanski, Nicole Immorlica, Yaron Singer Advances in Neural Information Processing Systems 30 (NIPS 2017) | December 2017
Publication Finite Sample Analysis of the GTD Policy Evaluation Algorithms in Markov Setting Yue Wang, Wei Chen, Yuting Liu, Zhi-Ming Ma, Tie-Yan Liu Advances in Neural Information Processing Systems | December 2017
Publication Experience report on applying software analytics in incident management of online service Jian-Guang Lou, Qingwei Lin 林庆维, … Automated Software Engineering | December 2017, Vol 24: pp. 905-941
