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Published Date

Publication

On Post-selection Inference in A/B Testing

Alex Deng, Yicheng Li, Jiannan Lu, Vivek Ramamurthy

ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2021

Publication

Learning to Represent Human Motives for Goal-directed Web Browsing

Jyun-Yu Jiang, Chia-Jung Lee, Longqi Yang, Bahar Sarrafzadeh, Brent Hecht, Jaime Teevan

15th ACM Conference on Recommender Systems | August 2021

Publication

VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition

Yang Li, Yu Shen, Wentao Zhang, Jiawei Jiang, Yaliang Li, Bolin Ding, Jingren Zhou, Zhi Yang, Wentao Wu, Ce Zhang, Bin Cui

Proceedings of the VLDB Endowment (VLDB 2021) | August 2021

Publication

Phoebe: A Learning-based Checkpoint Optimizer

Yiwen Zhu, Matteo Interlandi, Abhishek Roy, Krishnadhan Das, Hiren Patel, Malay Bag, Hitesh Sharma, Alekh Jindal

VLDB 2021 | August 2021

Publication

KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers

Chia-Hsuan Lee, Alex Polozov, Matthew Richardson

ACL-IJCNLP 2021 | August 2021

Access Project

Publication

Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions

Bojan Karlas, Peng Li, Renzhi Wu, Nezihe Merve Gurel, Xu Chu, Wentao Wu, Ce Zhang

Proceedings of the VLDB Endowment (VLDB 2021) | August 2021

Publication

The Case for ML-Enhanced High-Dimensional Indexes

Rong Kang, Wentao Wu, Chen Wang, Ce Zhang, Jianmin Wang

AIDB@VLDB 2021 | July 2021

Video

Seagull: ML Infrastructure for Load Prediction and Optimized Resource Allocation, VLDB 2021

July 29, 2021 | Olga Poppe

Microsoft Azure is dedicated to guarantee high quality of service to its customers, in particular, during periods of high customer activity, while controlling cost. We employ a Data Science (DS) driven solution to predict user…

07:51

Publication

AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization

Aoyu Wu, Yun Wang, Xinhuan Shu, Dominik Moritz, Weiwei Cui, Haidong Zhang, Dongmei Zhang, Huamin Qu

IEEE Transactions on Visualization and Computer Graphics (Early Access) | July 2021

Publication

COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics (Extended Version)

Tarique Siddiqui, Surajit Chaudhuri, Vivek Narasayya

MSR-TR-2021-13 | July 2021

Published by Microsoft Research