Search Results for author: Gaurav Jain

Found 5 papers, 2 papers with code

Kepler: Robust Learning for Faster Parametric Query Optimization

no code implementations11 Jun 2023 Lyric Doshi, Vincent Zhuang, Gaurav Jain, Ryan Marcus, Haoyu Huang, Deniz Altınbüken, Eugene Brevdo, Campbell Fraser

We propose Kepler, an end-to-end learning-based approach to PQO that demonstrates significant speedups in query latency over a traditional query optimizer.

GUIDED MCMC FOR SPARSE BAYESIAN MODELS TO DETECT RARE EVENTS IN IMAGES SANS LABELED DATA

no code implementations29 Sep 2021 Gaurav Jain, Mrinal Das

After the steady-state is obtained for the underlying Markov chain, it is possible to compute the posterior probability of the presence of the rare event in a given image.

Unsupervised Image Classification Zero-Shot Learning

Urban Delay Tolerant Network Simulator (UDTNSim v0.1)

1 code implementation17 Sep 2017 Sarath Babu, Gaurav Jain, B. S. Manoj

The major reasons for high delay include partial connectivity of networks as can be seen in many types of ad hoc wireless networks with frequent network partitions, long propagation time as experienced in inter-planetary and deep space networks, and frequent link disruptions due to the mobility of nodes as observed in terrestrial wireless network environments.

Networking and Internet Architecture

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