Florian Kalinke

5 papers · 2023–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 📈 Trend Setter

Venues

UAI (3) AISTATS (1) NeurIPS (1)

Top co-authors

Zoltan Szabo (4) Shakeel Gavioli-Akilagun (1) Tobias Fuchs (1) Bharath Sriperumbudur (1) Pouya Roudaki (1) Mona Azadkia (1)

Research topics

Machine Learning (5) Optimization & Theory (4) Core Methods (3) Mathematics & Optimization (2) Mathematics (2) Artificial Intelligence (1) Deep Learning (1) Bayesian & Probabilistic (1) Core AI (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Optimization (1)

Keywords

hilbert-schmidt independence criterion (2) reproducing kernel hilbert space (2) kernel methods (2) dependency testing (2) independence testing (1) nyström approximation (1) nystrom approximation (1) minimax rate (1) conditional mean embedding (1) conformal prediction (1) classifier calibration (1) goodness-of-fit test (1) candidate label (1) kernel stein discrepancy (1) dependence measure (1) stein's method (1) k-nearest neighbour (1) subgaussian concentration (1) translation-invariant kernel (1) causal discovery (1)

Papers

Kernel Integrated R^2: A Measure of Dependence UAI 2026 Nyström Kernel Stein Discrepancy AISTATS 2025 Partial-Label Learning with Conformal Candidate Cleaning UAI 2025 The Minimax Rate of HSIC Estimation for Translation-Invariant Kernels NeurIPS 2024 Nyström M-Hilbert-Schmidt independence criterion UAI 2023