67 citations
- Institut national de recherche en sciences et technologies du numériqueFR4 papers
- Technicolor (United States)US3 papers
- Centre Inria de l'Université de LilleFR2 papers
- Stanford UniversityUS2 papers
- Akka Technologies (France)FR1 paper
- Amazon (United States)US1 paper
- California Southern UniversityUS1 paper
- Centre Inria de l'Université de RennesFR1 paper
- Comenius University BratislavaSK1 paper
- École Polytechnique Fédérale de LausanneCH1 paper
- Geometric (India)IN1 paper
- Institute of Scientific and Technical Information of ChinaCN1 paper
Showing 2026Show all
3 papers · 1 filter
cs.LG2026★ 3 cited
Learning from a single labeled face and a stream of unlabeled data
Branislav Kveton, Michal Valko
Face recognition from a single image per person is a challenging problem because the training sample is extremely small. We consider a variation of this problem. In our problem, we…
cs.LG2026★ 21 cited
Conditional anomaly detection with soft harmonic functions
Michal Valko, Branislav Kveton, Hamed Valizadegan +2
In this paper, we consider the problem of conditional anomaly detection that aims to identify data instances with an unusual response or a class label. We develop a new non-paramet…
stat.ML2026★ 53 cited
Spectral bandits for smooth graph functions
Michal Valko, Rémi Munos, Branislav Kveton +1
Smooth functions on graphs have wide applications in manifold and semi-supervised learning. In this paper, we study a bandit problem where the payoffs of arms are smooth on a graph…