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researcher

Akshay Soni

21 papers hereh-index 12565 citations39 works total

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

author position
  • first author6
  • middle author11
  • last author2

Across the 19 of 21 papers where every author was matched, so the position is known.

fields
  • stat.ML6
  • cs.IR4
  • cs.LG3
  • cs.AI2
  • math.OC2
  • cs.CL1

identity via Semantic Scholar / OpenAlex

activity
20112026
most citedDeepXML: A Deep Extreme Multi-Label Learning Framework Applied to Short Text Documents

68 citations · 185 across the 18 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.IR2020

Multi-Channel Sequential Behavior Networks for User Modeling in Online Advertising

Iyad Batal, Akshay Soni

Multiple content providers rely on native advertisement for revenue by placing ads within the organic content of their pages. We refer to this setting as ``queryless'' to different…

math.OC2020★ 1 cited

Analysis of Q-learning with Adaptation and Momentum Restart for Gradient Descent

Bowen Weng, Huaqing Xiong, Yingbin Liang +1

Existing convergence analyses of Q-learning mostly focus on the vanilla stochastic gradient descent (SGD) type of updates. Despite the Adaptive Moment Estimation (Adam) has been co…

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