research
∙
06/29/2023
AutoML in Heavily Constrained Applications
Optimizing a machine learning pipeline for a task at hand requires caref...
share
research
∙
05/06/2023
Learning Action Embeddings for Off-Policy Evaluation
Off-policy evaluation (OPE) methods allow us to compute the expected rew...
research
∙
10/01/2021
MATE: Multi-Attribute Table Extraction
A core operation in data discovery is to find joinable tables for a give...
research
∙
03/23/2021
RPT: Effective and Efficient Retrieval of Program Translations from Big Code
Program translation is a growing demand in software engineering. Manual ...
research
∙
08/17/2019
ED2: Two-stage Active Learning for Error Detection – Technical Report
Traditional error detection approaches require user-defined parameters a...
research
∙
09/29/2017
