143 citations
- Technion – Israel Institute of TechnologyIL3 papers
- University of Illinois Urbana-ChampaignUS3 papers
- University of Wisconsin–MadisonUS3 papers
- Amazon (United States)US2 papers
- Institut de recherche mathématique de RennesFR2 papers
- Santa Clara UniversityUS2 papers
- SMART ReadingUS2 papers
- University of California, RiversideUS2 papers
- University of Illinois ChicagoUS2 papers
- University of VirginiaUS2 papers
- Arizona State UniversityUS1 paper
- Carnegie Mellon UniversityUS1 paper
4 papers · 1 filter
Graph Spectral Feature Learning for Mixed Data of Categorical and Numerical Type
Saswata Sahoo, Souradip Chakraborty
Feature learning in the presence of a mixed type of variables, numerical and categorical types, is an important issue for related modeling problems. For simple neighborhood queries…
A Machine Learning Approach to Shipping Box Design
Guang Yang, Cun Mu
Having the right assortment of shipping boxes in the fulfillment warehouse to pack and ship customer's online orders is an indispensable and integral part of nowadays eCommerce bus…
A nonparametric sequential test for online randomized experiments
Vineet Abhishek, Shie Mannor
We propose a nonparametric sequential test that aims to address two practical problems pertinent to online randomized experiments: (i) how to do a hypothesis test for complex metri…
On Learning High Dimensional Structured Single Index Models
Nikhil Rao, Ravi Ganti, Laura Balzano +2
Single Index Models (SIMs) are simple yet flexible semi-parametric models for machine learning, where the response variable is modeled as a monotonic function of a linear combinati…