Jakub Konečný
5 papers · 2014–2022 · 4 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (4) 🏃 Academic Marathon (8) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge
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Keyword Pioneer
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Hot Topic Early Bird
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Trend Setter
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The Questioner
Conferences
ICLR (2)
AISTATS (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
federated learning
(1)
one-shot learning
(1)
stochastic gradient
(1)
metric learning
(1)
quadratic models
(1)
gradient descent
(1)
variance reduction
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histogram of oriented gradients
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dynamic time warping
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surrogate loss
(1)
support vector machine
(1)
convergence rate
(1)
gesture recognition
(1)
stochastic variance-reduced gradient
(1)
local update method
(1)
Papers
Diurnal or Nocturnal? Federated Learning of Multi-branch Networks from Periodically Shifting Distributions
ICLR 2022
Convergence and Accuracy Trade-Offs in Federated Learning and Meta-Learning
AISTATS 2021
Adaptive Federated Optimization
ICLR 2021
StopWasting My Gradients: Practical SVRG
NIPS 2015
One-Shot-Learning Gesture Recognition using HOG-HOF Features
JMLR 2014