conftrace_

Mahmut Kandemir

4 papers · 2020–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

ICLR (2) NIPS (2)

Top co-authors

Anand Sivasubramaniam (2) Morteza Ramezani (2) Mehrdad Mahdavi (2) Weilin Cong (2) Deeksha Chaudhary (1) Chita Das (1) Rui Zhang (1) Anup Sarma (1) Huaipan Jiang (1) Chita R. Das (1)

Keywords

stochastic gradient descent (1) named entity recognition (1) long short-term memory (1) recurrent neural network (1) sampling method (1) gpu acceleration (1) graph convolutional network (1) language modelling (1)

Papers

NExUME: Adaptive Training and Inference for DNNs under Intermittent Power Environments ICLR 2025 Learn Locally, Correct Globally: A Distributed Algorithm for Training Graph Neural Networks ICLR 2022 Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training NIPS 2021 GCN meets GPU: Decoupling “When to Sample” from “How to Sample” NIPS 2020