Geir Kjetil Sandve

3 papers · 2020–2026 · 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

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ICML (1) NeurIPS (1) UAI (1)

Top co-authors

Johan Pensar (2) Günter Klambauer (2) Victor Greiff (2) Michael Widrich (2) Milena Pavlović (2) Chakravarthi Kanduri (1) Lukas Gruber (1) Sepp Hochreiter (1) Camilla Lingjærde (1) Knut Dagestad Rand (1)

Research topics

Deep Learning (3) Machine Learning (3) Core Methods (3) Architectures (2) Healthcare & Medicine (1) Clinical (1) Learning Types (1)

Keywords

multiple instance learning (2) attention mechanism (1) supervised learning (1) hopfield network (1) random forest (1) domain invariance (1) independent causal mechanism (1) generalizable model (1) probabilistic domain knowledge (1) immune repertoire (1) weak signal (1) framework (1) domain generalization (1) limited dataset size (1)

Papers

Constrained Random Forest for Domain-Generalizable Classification UAI 2026 Incorporating probabilistic domain knowledge into deep multiple instance learning ICML 2024 Modern Hopfield Networks and Attention for Immune Repertoire Classification NeurIPS 2020