Kai Puolamäki

4 papers · 1999–2024 · 3 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Ultra 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

AISTATS (2) JMLR (1) NeurIPS (1)

Top co-authors

Hoang Phuc Hau Luu (2) John Shawe-Taylor (1) Marcelo Hartmann (1) Rafael Savvides (1) Bernardo Williams (1) Antti Ajanki (1) Andreas Henelius (1) Emilia Oikarinen (1) Hanlin Yu (1) Arto Klami (1)

Research topics

Machine Learning (2) Core Methods (2) Artificial Intelligence (1) Data Science & Analytics (1) Mathematics & Optimization (1) Bayesian & Probabilistic (1) Core AI (1) Learning Types (1) Mathematics (1) Methods (1) Optimization (1) Optimization & Theory (1)

Keywords

dimensionality reduction (1) non-convex optimization (1) uncertainty quantification (1) optimal transport (1) gaussian process (1) probability measure (1) data mining (1) wasserstein space (1) forward-backward euler (1) kernel function (1) error bound (1) exploratory data analysis (1) interactive visualization (1) regression model (1) sampling algorithm (1) posterior variance (1) gradient information (1) concept drift detection (1) user knowledge (1) projection pursuit (1)

Papers

Error bounds for any regression model using Gaussian processes with gradient information AISTATS 2024 Non-geodesically-convex optimization in the Wasserstein space NeurIPS 2024 Guided Visual Exploration of Relations in Data Sets JMLR 2021 Information Retrieval by Inferring Implicit Queries from Eye Movements AISTATS 1999