DJ
David Janz
cs.LGmath.PRmath.STstat.MLstat.TH
On Valency
published · living versionsW_5233a9ft·v1 · currentpublished
Does LinUCB Need Valid Confidence Sets?
with Ahmed Ben Yahmed, Marc Abeille, Clément Calauzènes
1 version
Preprints & journals
7 papers in the corpus · 2025–2026Maximum effective dimension and information gain2608.24450v1 · David Janz, Arya Akhavan, Alexandre B. Tsybakov2026 · 0 citationsarXiv
Self-normalised Bennett inequalities for Hilbert-valued martingales2608.15874v1 · David Janz2026 · 0 citationsarXiv
Variance-sensitive Thompson sampling for generalised linear bandits, revisited2606.00431v1 · Tom Perneczky, Marc Abeille, David Janz2026 · 0 citationsarXiv
Sharp analysis of linear ensemble sampling2602.08026v2 · David Janz, Arya Akhavan, Csaba Szepesv'ari2026 · 0 citationsarXiv
Eluder dimension: localise it!2601.09825v3 · Alireza Bakhtiari, Alex Ayoub, Samuel Robertson et al.2026 · 0 citationsarXiv
Bernstein-type dimension-free concentration for self-normalised martingales2507.20982v2 · Arya Akhavan, Amitis Shidani, Alex Ayoub et al.2025 · 0 citationsarXiv
When and why randomised exploration works (in linear bandits)2502.08870v2 · Marc Abeille, David Janz, Ciara Pike-Burke2025 · 0 citationsarXiv
Career total: 9 works. 7 are in this corpus.
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