Durmus Alp Emre Acar
8 papers · 2019–2023 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Optimization & Theory
(3)
Deep Learning
(2)
Application Areas
(2)
Core AI
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Mathematics & Optimization
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Keywords
federated learning
(2)
admm optimization
(1)
sublinear regret
(1)
knowledge distillation
(1)
pac learning
(1)
distributed learning
(1)
loss landscape
(1)
time series classification
(1)
bregman divergence
(1)
algorithm design
(1)
sequential learning
(1)
phoneme classification
(1)
vc theory
(1)
iteration complexity
(1)
metric learning
(1)
recurrent neural network
(1)
memory efficiency
(1)
personalized model
(1)
edge computing
(1)
meta learning
(1)
Papers
Scaffolding a Student to Instill Knowledge
ICLR 2023
Faster Algorithms for Learning Convex Functions
ICML 2022
Debiasing Model Updates for Improving Personalized Federated Training
ICML 2021
Federated Learning Based on Dynamic Regularization
ICLR 2021
Memory Efficient Online Meta Learning
ICML 2021
Budget Learning via Bracketing
AISTATS 2020
Cost aware Inference for IoT Devices
AISTATS 2019
Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices
NeurIPS 2019