Eleventh Annual Industry Day
2025-11-13
Berkeley, United States
who it's for
machine learning researchers, quantum computing researchers, privacy engineers, compiler and language designers, applied cryptographers, systems engineers, data scientists
topics
kilobyte zkSNARK proofs; witness encrypted transactions; compressed oracles QMA vs QCMA; matrix multiply energy gap; private aggregation PREAMBLE; shuffle model messaging bounds; judgmental forecasting with LLMs; federated Byzantine agreement quorum slices; history independent dictionary layouts; adjoint free elliptic PDE preconditioning; Trotter step partition interpolation; explore then exploit diffusion decoding
| title | author | length |
|---|---|---|
| Program Presentations | Sanjam Garg, Umesh Vazirani, JM Landsberg, Kirk Pruhs, Nati Srebro, Jim Demmel | 01h 23m |
Three concrete takeaways: kilobyte zkSNARK proofs let a cellphone verify a year‑long computation in under a second and power rollups; multi‑party computation… | ||
| Industry Presentations | Hilal Asi, Rohan Alur, Kostas Kollias, Giuliano Losa, Horst Simon, Vigyan Singhal | 01h 07m |
Private aggregation proposes PREAMBLE: ~100x less communication than Gaussian, shows shuffle-model needs roughly d messages per user or utility collapses, and… | ||
| Lightning Talks by Simons Institute Fellows | Hanna Komlós, Diana Halikias, Naama Ben-David, Tegan Wilson, Robert Andrews, Kevin Pratt | 01h 12m |
History-independence claims give canonical memory layouts for dictionaries that match usual performance via random priorities and extend to external memory… | ||
| Short Industry Talks pt. 1 | Gumaro Rendon, Anderson C A Nascimento | 31m |
Implements a method to estimate the canonical partition function by interpolating outcomes from several Trotter step sizes to extrapolate zero-step exponential… | ||
| Short Industry Talks pt.2 | Jiantao Jiao, Jack Ma | 37m |
New decoding rule for discrete diffusion language models claims to beat confidence-based parallel sampling by explore-then-exploit selection of high-entropy… | ||
| Industry Presentations pt. 2 | Horst Simon | 13m |
ADIA Lab is a computational and data science center set up in December 2022 focusing on climate, health, materials and the digital economy, operating at arm’s… | ||
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