Jakub Konečný

5 papers · 2014–2022 · 4 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (4) 🏃 Academic Marathon (8) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 📈 Trend Setter ❓ The Questioner

Conferences

ICLR (2) AISTATS (1) JMLR (1) NIPS (1)

Top co-authors

Zachary Charles (2) Keith Rush (1) Scott Sallinen (1) Mingqing Chen (1) Mark Schmidt (1) Sashank J. Reddi (1) Andrew Hard (1) Alim Virani (1) Mohamed Osama Ahmed (1) Manzil Zaheer (1)

Keywords

federated learning (1) one-shot learning (1) stochastic gradient (1) metric learning (1) quadratic models (1) gradient descent (1) variance reduction (1) histogram of oriented gradients (1) dynamic time warping (1) 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