Kartik Sreenivasan | DeepAI

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∙ 07/12/2023

Mini-Batch Optimization of Contrastive Loss

Contrastive learning has gained significant attention as a method for se...

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∙ 07/07/2023

Teaching Arithmetic to Small Transformers

Large language models like GPT-4 exhibit emergent capabilities across ge...

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∙ 05/30/2023

Dissecting Chain-of-Thought: A Study on Compositional In-Context Learning of MLPs

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∙ 02/24/2022

Rare Gems: Finding Lottery Tickets at Initialization

It has been widely observed that large neural networks can be pruned to ...

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∙ 10/18/2021

Finding Everything within Random Binary Networks

A recent work by Ramanujan et al. (2020) provides significant empirical ...

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∙ 06/14/2021

An Exponential Improvement on the Memorization Capacity of Deep Threshold Networks

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Attack of the Tails: Yes, You Really Can Backdoor Federated Learning

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