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Konstantinos Slavakis

19 papers hereh-index 436 citations26 works total

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

author position
  • middle author5
  • last author13

Across the 18 of 19 papers where every author was matched, so the position is known.

fields
  • cs.LG13
  • eess.SP2
  • quant-ph2
  • eess.IV1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedImputation of Time-varying Edge Flows in Graphs by Multilinear Kernel Regression and Manifold Learning

2 citations · 4 across the 16 of their papers we have counts for

collaborators
Showing eess.SPShow all

2 papers · 1 filter

eess.SP2024

Nonparametric Bellman Mappings for Reinforcement Learning: Application to Robust Adaptive Filtering

Yuki Akiyama, Minh Vu, Konstantinos Slavakis

This paper designs novel nonparametric Bellman mappings in reproducing kernel Hilbert spaces (RKHSs) for reinforcement learning (RL). The proposed mappings benefit from the rich ap…

eess.SP2024★ 1 cited

Multilinear Kernel Regression and Imputation via Manifold Learning

Duc Thien Nguyen, Konstantinos Slavakis

This paper introduces a novel nonparametric framework for data imputation, coined multilinear kernel regression and imputation via the manifold assumption (MultiL-KRIM). Motivated…

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