109 citations
- Carnegie Mellon UniversityUS2 papers
- HUN-REN Centre for Energy ResearchHU2 papers
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- Agriculture and Forestry UniversityNP1 paper
- AlbaNovaSE1 paper
- Astronomical Observatory of CapodimonteIT1 paper
- Bar-Ilan UniversityIL1 paper
- Center for Astrophysics Harvard & SmithsonianUS1 paper
- City University of MacauMO1 paper
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Showing 2024Show all
3 papers · 1 filter
math.ST2024★ 1 cited
Information theoretic limits of robust sub-Gaussian mean estimation under star-shaped constraints
Akshay Prasadan, Matey Neykov
We obtain the minimax rate for a mean location model with a bounded star-shaped set constraint on the mean, in an adversarially corrupted data setting wi…
cs.AI2024★ 2 cited
ADESSE: Advice Explanations in Complex Repeated Decision-Making Environments
Sören Schleibaum, Lu Feng, Sarit Kraus +1
In the evolving landscape of human-centered AI, fostering a synergistic relationship between humans and AI agents in decision-making processes stands as a paramount challenge. This…
math.ST2024
Characterizing the minimax rate of nonparametric regression under bounded star-shaped constraints
Akshay Prasadan, Matey Neykov
We quantify the minimax rate for a nonparametric regression model over a star-shaped function class with bounded diameter. We obtain a minimax rate of ${\varepsilon^{…