Vasileios Kalantzis

5 papers · 2021–2025 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🌈 Renaissance Researcher (5)

Venues

AAAI (1) ACL (1) AISTATS (1) ICLR (1) ICML (1)

Top co-authors

Georgios Kollias (4) Lior Horesh (3) Shashanka Ubaru (3) Kugendran Naidoo (1) Aurélie Lozano (1) Kenneth Clarkson (1) Yang-Hui He (1) Mohammed J Zaki (1) Kenneth L. Clarkson (1) Mark S. Squillante (1)

Research topics

Data Science & Analytics (2) Machine Learning (2) Mathematics & Optimization (2) Core Methods (2) Mathematics (2) Optimization (2) Computer Science (1) Interdisciplinary (1) Application Areas (1) Applications (1) Foundations (1) Methods (1) Science (1)

Keywords

link prediction (1) matrix factorization (1) knowledge distillation (1) quantum computing (1) quantum machine learning (1) topological data analysis (1) low-rank approximation (1) random sampling (1) asynchronous computation (1) singular value decomposition (1) directed graph (1) latent semantic indexing (1) subspace approximation (1) noise robustness (1) matrix computation (1) clustering algorithm (1) randomized algorithm (1) node embedding (1) graph convolution (1) recommender system (1)

Papers

Multi-Sense Embeddings for Language Models and Knowledge Distillation ACL 2025 Asynchronous Randomized Trace Estimation AISTATS 2024 Topological data analysis on noisy quantum computers ICLR 2024 Directed Graph Auto-Encoders AAAI 2022 Projection techniques to update the truncated SVD of evolving matrices with applications ICML 2021