ENTITY
Dibyakanti Kumar
Dibyakanti Kumar
PulseAugur coverage of Dibyakanti Kumar — every cluster mentioning Dibyakanti Kumar across labs, papers, and developer communities, ranked by signal.
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RECENT · PAGE 1/1 · 2 TOTAL
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Langevin Monte Carlo algorithm provably learns depth-two neural nets
A new research paper demonstrates that the Langevin Monte Carlo (LMC) algorithm can effectively train depth-two neural networks. The study proves that LMC can minimize the population risk for these networks, regardless …
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New framework proves trainability of attention and LoRA models
Researchers have established a rigorous framework for the stochastic training of multi-headed attention mechanisms and Low Rank Adaptation (LoRA) in machine learning models. Their work proves that for certain regulariza…