Aaron Davidson

Publication Activity (10 Years)

Years Active: 2001-2020
Publications (10 Years): 3

Top Topics

Machine Learning

Transactional Data

Top Venues

Proc. VLDB Endow.

IEEE Data Eng. Bull.

Publications

Andrew Chen, Andy Chow, Aaron Davidson, Arjun DCunha, Ali Ghodsi, Sue Ann Hong, Andy Konwinski, Clemens Mewald, Siddharth Murching, Tomas Nykodym, Paul Ogilvie, Mani Parkhe, Avesh Singh, Fen Xie, Matei Zaharia, Richard Zang, Juntai Zheng, Corey Zumar
Developments in MLflow: A System to Accelerate the Machine Learning Lifecycle. DEEM@SIGMOD (2020)
Matei Zaharia, Andrew Chen, Aaron Davidson, Ali Ghodsi, Sue Ann Hong, Andy Konwinski, Siddharth Murching, Tomas Nykodym, Paul Ogilvie, Mani Parkhe, Fen Xie, Corey Zumar
Accelerating the Machine Learning Lifecycle with MLflow. IEEE Data Eng. Bull. 41 (4) (2018)
Michael Armbrust, Tathagata Das, Aaron Davidson, Ali Ghodsi, Andrew Or, Josh Rosen, Ion Stoica, Patrick Wendell, Reynold Xin, Matei Zaharia
Scaling Spark in the Real World: Performance and Usability. Proc. VLDB Endow. 8 (12) (2015)
Peter Bailis, Aaron Davidson, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
Highly Available Transactions: Virtues and Limitations. Proc. VLDB Endow. 7 (3) (2013)
Darse Billings, Aaron Davidson, Terence Schauenberg, Neil Burch, Michael H. Bowling, Robert C. Holte, Jonathan Schaeffer, Duane Szafron
Game-Tree Search with Adaptation in Stochastic Imperfect-Information Games. Computers and Games (2004)
Darse Billings, Neil Burch, Aaron Davidson, Robert C. Holte, Jonathan Schaeffer, Terence Schauenberg, Duane Szafron
Approximating Game-Theoretic Optimal Strategies for Full-scale Poker. IJCAI (2003)
Darse Billings, Aaron Davidson, Jonathan Schaeffer, Duane Szafron
The challenge of poker. Artif. Intell. 134 (1-2) (2002)
Aaron Davidson, John Anvik, Mario A. Nascimento
Parallel traversal of signature trees for fast CBIR. ACM Multimedia Workshops (2001)
Aaron Davidson
A Fast Pruning Algorithm for Optimal Sequence Alignment. BIBE (2001)