Karan Singhal

3 papers · 2019–2022 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🧭 Keyword Pioneer ❓ The Questioner

Venues

ICLR (1) NAACL (1) NeurIPS (1)

Top co-authors

Shanshan Wu (1) Lin Ning (1) Warren Richard Morningstar (1) Balder ten Cate (1) Sushant Prakash (1) Hakim Sidahmed (1) Karthik Raman (1) Honglin Yuan (1) John Rush (1) Zachary Garrett (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Learning Paradigms (2) Natural Language Processing (1) Core Methods (1) Learning Types (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

model-agnostic meta-learning (1) federated learning (1) collaborative filtering (1) weakly supervised learning (1) distribution shift (1) client heterogeneity (1) generalization gap (1) multilingual representation (1) multilingual word embedding (1) cross-lingual semantic similarity (1) image-text data (1) federated reconstruction (1) partially local federated learning (1) out-of-sample gap (1) participation gap (1)

Papers

What Do We Mean by Generalization in Federated Learning? ICLR 2022 Federated Reconstruction: Partially Local Federated Learning NeurIPS 2021 Learning Multilingual Word Embeddings Using Image-Text Data NAACL 2019