2 citations · 3 across the 3 of their papers we have counts for
4 papers
Strategic Prediction with Latent Aggregative Games
Vikas K. Garg, Tommi Jaakkola
We introduce a new class of context dependent, incomplete information games to serve as structured prediction models for settings with significant strategic interactions. Our games…
Solving graph compression via optimal transport
Vikas K. Garg, Tommi Jaakkola
We propose a new approach to graph compression by appeal to optimal transport. The transport problem is seeded with prior information about node importance, attributes, and edges i…
CRAFT: ClusteR-specific Assorted Feature selecTion
Vikas K. Garg, Cynthia Rudin, Tommi Jaakkola
We present a framework for clustering with cluster-specific feature selection. The framework, CRAFT, is derived from asymptotic log posterior formulations of nonparametric MAP-base…
DEEP-CARVING: Discovering Visual Attributes by Carving Deep Neural Nets
Sukrit Shankar, Vikas K. Garg, Roberto Cipolla
Most of the approaches for discovering visual attributes in images demand significant supervision, which is cumbersome to obtain. In this paper, we aim to discover visual attribute…