601 citations · 2.1k across the 56 of their papers we have counts for
5 papers · 1 filter
Online Learning with Preference Feedback
Pannagadatta K. Shivaswamy, Thorsten Joachims
We propose a new online learning model for learning with preference feedback. The model is especially suited for applications like web search and recommender systems, where prefere…
Contextually Guided Semantic Labeling and Search for 3D Point Clouds
Abhishek Anand, Hema Swetha Koppula, Thorsten Joachims +1
RGB-D cameras, which give an RGB image to- gether with depths, are becoming increasingly popular for robotic perception. In this paper, we address the task of detecting commonly fo…
Large-Margin Learning of Submodular Summarization Methods
Ruben Sipos, Pannaga Shivaswamy, Thorsten Joachims
In this paper, we present a supervised learning approach to training submodular scoring functions for extractive multi-document summarization. By taking a structured predicition ap…
Structured Learning of Two-Level Dynamic Rankings
Karthik Raman, Thorsten Joachims, Pannaga Shivaswamy
For ambiguous queries, conventional retrieval systems are bound by two conflicting goals. On the one hand, they should diversify and strive to present results for as many query int…
Labeling 3D scenes for Personal Assistant Robots
Hema Swetha Koppula, Abhishek Anand, Thorsten Joachims +1
Inexpensive RGB-D cameras that give an RGB image together with depth data have become widely available. We use this data to build 3D point clouds of a full scene. In this paper, we…