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researcher

D. Dilipkumar

3 papers hereh-index 4140 citations5 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.LG1
  • cs.SI1

identity via Semantic Scholar / OpenAlex

activity
20172020
most citedModel Size Reduction Using Frequency Based Double Hashing for Recommender Systems

1 citations · 2 across the 3 of their papers we have counts for

collaborators

3 papers

cs.SI2020★ 1 cited

Model Size Reduction Using Frequency Based Double Hashing for Recommender Systems

Caojin Zhang, Yicun Liu, Yuanpu Xie +10

Deep Neural Networks (DNNs) with sparse input features have been widely used in recommender systems in industry. These models have large memory requirements and need a huge amount…

cs.LG2018

Convergence Analysis of Gradient Descent Algorithms with Proportional Updates

Igor Gitman, Deepak Dilipkumar, Ben Parr

The rise of deep learning in recent years has brought with it increasingly clever optimization methods to deal with complex, non-linear loss functions. These methods are often desi…

cs.AI2017★ 1 cited

Nintendo Super Smash Bros. Melee: An "Untouchable" Agent

Ben Parr, Deepak Dilipkumar, Yuan Liu

Nintendo's Super Smash Bros. Melee fighting game can be emulated on modern hardware allowing us to inspect internal memory states, such as character positions. We created an AI tha…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.