9 citations · 10 across the 3 of their papers we have counts for
3 papers
Batched Pandora's Box
Shaddin Dughmi, Yusuf Hakan Kalayci, Vasilis Livanos +1
Motivated by numerous parallelizable stochastic search problems, most notable and timely among them being LLM inference-time scaling, we propose and study batched versions of the P…
On Supermodular Contracts and Dense Subgraphs
Ramiro Deo-Campo Vuong, Shaddin Dughmi, Neel Patel +1
We study the combinatorial contract design problem, introduced and studied by Dutting et. al. (2021, 2022), in both the single and multi-agent settings. Prior work has examined the…
Unsupervised Hard Example Mining from Videos for Improved Object Detection
SouYoung Jin, Aruni RoyChowdhury, Huaizu Jiang +4
Important gains have recently been obtained in object detection by using training objectives that focus on {\em hard negative} examples, i.e., negative examples that are currently…