7 citations · 7 across the 3 of their papers we have counts for
3 papers
PCFBench: A Diagnostic Benchmark for Product Carbon Footprint Estimation
Krishna Rao, Andrew Dumit, Shaena Ulissi +7
AI systems are being deployed on high-stakes, domain-specific workflows that demand correctness not just in the final output, but at every intermediate step. One such workflow is e…
Estimating GHG Emissions from AI Use: Framework for Corporate-Level Measurement
John Bistline, Shaena Ulissi, Steven J. Davis +5
Electricity demand from data centers is expected to grow from roughly 5% of U.S. consumption in 2025 to between 9% and 17% by 2030, and corporate artificial intelligence (AI) use i…
Scaling Nonparametric Bayesian Inference via Subsample-Annealing
Fritz Obermeyer, Jonathan Glidden, Eric Jonas
We describe an adaptation of the simulated annealing algorithm to nonparametric clustering and related probabilistic models. This new algorithm learns nonparametric latent structur…