53 citations · 94 across the 9 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.LG2019★ 4 cited
Multiresolution Transformer Networks: Recurrence is Not Essential for Modeling Hierarchical Structure
Vikas K. Garg, Inderjit S. Dhillon, Hsiang-Fu Yu
The architecture of Transformer is based entirely on self-attention, and has been shown to outperform models that employ recurrence on sequence transduction tasks such as machine t…
cs.LG2019
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…
cs.LG2019★ 2 cited
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…