Brian Dalessandro

15 papers A* 6Journal 5Unranked 4
YearRankTypeTitle / Venue / Authors
2016 J jnl
Explaining Classification Models Built on High-Dimensional Sparse Data.
CoRR
Julie Moeyersoms, Brian Dalessandro, Foster J. Provost, David Martens
2015 J jnl
Evaluating and Optimizing Online Advertising: Forget the Click, but There Are Good Proxies.
Big Data
Brian Dalessandro, Rod Hook, Claudia Perlich, Foster J. Provost
2014 J jnl
Bigger is Better, but at What Cost?Estimating the Economic Value of Incremental Data Assets.
Big Data
Brian Dalessandro, Claudia Perlich, Troy Raeder
2014 J jnl
Machine learning for targeted display advertising: transfer learning in action.
Mach. Learn.
Claudia Perlich, Brian Dalessandro, Troy Raeder, Ori Stitelman, Foster J. Provost
2014 — conf
Pleasing the advertising oracle: Probabilistic prediction from sampled, aggregated ground truth.
ADKDD@KDD
Melinda Han Williams, Claudia Perlich, Brian Dalessandro, Foster J. Provost
2014 A* conf
Scalable hands-free transfer learning for online advertising.
KDD
Brian Dalessandro, Daizhuo Chen, Troy Raeder, Claudia Perlich, Melinda Han Williams, Foster J. Provost
2013 J jnl
Bring the Noise: Embracing Randomness Is the Key to Scaling Up Machine Learning Algorithms.
Big Data
Brian Dalessandro
2013 A* conf
Scalable supervised dimensionality reduction using clustering.
KDD
Troy Raeder, Claudia Perlich, Brian Dalessandro, Ori Stitelman, Foster J. Provost
2013 — conf
The Microsoft Academic Search challenges at KDD Cup 2013.
IEEE BigData
Martine De Cock, Senjuti Basu Roy, Swapna Savvana, Vani Mandava, Brian Dalessandro, Claudia Perlich, William Cukierski, Benjamin Hamner
2013 — conf
The Microsoft academic search dataset and KDD Cup 2013.
KDD Cup
Senjuti Basu Roy, Martine De Cock, Vani Mandava, Swapna Savanna, Brian Dalessandro, Claudia Perlich, William Cukierski, Ben Hamner
2013 A* conf
Using co-visitation networks for detecting large scale online display advertising exchange fraud.
KDD
Ori Stitelman, Claudia Perlich, Brian Dalessandro, Rod Hook, Troy Raeder, Foster J. Provost
2012 A* conf
Bid optimizing and inventory scoring in targeted online advertising.
KDD
Claudia Perlich, Brian Dalessandro, Rod Hook, Ori Stitelman, Troy Raeder, Foster J. Provost
2012 — conf
Causally motivated attribution for online advertising.
AdKDD@KDD
Brian Dalessandro, Claudia Perlich, Ori Stitelman, Foster J. Provost
2012 A* conf
Design principles of massive, robust prediction systems.
KDD
Troy Raeder, Ori Stitelman, Brian Dalessandro, Claudia Perlich, Foster J. Provost
2009 A* conf
Audience selection for on-line brand advertising: privacy-friendly social network targeting.
KDD
Foster J. Provost, Brian Dalessandro, Rod Hook, Xiaohan Zhang, Alan Murray