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Janardhan Kulkarni

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VTC: DNN Compilation with Virtual Tensors for Data Movement Elimination20th USENIX Symposium on Operating Systems Design and Implementation (OSDI '26)2026-07-13
VTC introduces virtual tensor representations that map logical indices to multiple physical buffers to eliminate intermediate data-movement kernels, implements…
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Virtual talk by Janardhan KulkarniTrust in Decentralized Systems 20262026-03-16
Claim: privacy becomes a scaling problem as agents act across many workflows. Approach: train LLMs with reinforcement learning with chain-of-thought using a…
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Online Flow-Time OptimizationOptimization and Decision-Making Under Uncertainty (Simons Institute, September 2016)2016-09-19
Online flow-time on unrelated machines gets two concrete algorithms, one clairvoyant greedy that assigns each arrival to the machine minimizing the…
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