37 citations · 78 across the 38 of their papers we have counts for
4 papers · 1 filter
Leveraging Graph Diffusion Models for Network Refinement Tasks
Puja Trivedi, Ryan Rossi, David Arbour +7
Most real-world networks are noisy and incomplete samples from an unknown target distribution. Refining them by correcting corruptions or inferring unobserved regions typically imp…
Distributional Off-Policy Evaluation for Slate Recommendations
Shreyas Chaudhari, David Arbour, Georgios Theocharous +1
Recommendation strategies are typically evaluated by using previously logged data, employing off-policy evaluation methods to estimate their expected performance. However, for stra…
Dynamic Vector Bin Packing for Online Resource Allocation in the Cloud
Aniket Murhekar, David Arbour, Tung Mai +1
Several cloud-based applications, such as cloud gaming, rent servers to execute jobs which arrive in an online fashion. Each job has a resource demand and must be dispatched to a c…
Anytime-Valid Confidence Sequences in an Enterprise A/B Testing Platform
Akash V. Maharaj, Ritwik Sinha, David Arbour +7
A/B tests are the gold standard for evaluating digital experiences on the web. However, traditional "fixed-horizon" statistical methods are often incompatible with the needs of mod…