Search Optimization with Query Likelihood Boosting and Two-Level Approximate Search for Edge Devices

no code implementations • 12 Dec 2023 • Jianwei Zhang, Helian Feng, Xin He, Grant P. Strimel, Farhad Ghassemi, Ali Kebarighotbi

We present a novel search optimization solution for approximate nearest neighbor (ANN) search on resource-constrained edge devices.

Retrieval

Robust Nonparametric Distribution Forecast with Backtest-based Bootstrap and Adaptive Residual Selection

no code implementations • 16 Feb 2022 • Longshaokan Wang, Lingda Wang, Mina Georgieva, Paulo Machado, Abinaya Ulagappa, Safwan Ahmed, Yan Lu, Arjun Bakshi, Farhad Ghassemi

Distribution forecast can quantify forecast uncertainty and provide various forecast scenarios with their corresponding estimated probabilities.