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Sep 2026

Understanding calibration robustness under extreme spectral multicollinearity: A systematic evaluation of high-dimensional NIR spectroscopy.

High-dimensional near-infrared (NIR) spectroscopy datasets are characterized by strong wavelength correlation, limited sample sizes, and structured experimental variability, creating significant challenges for multivariate calibration. Under these conditions, extreme multicollinearity can lead to unstable regression co...

Ila Naqvi, Rajshree Singh, P. Jain et al. · 0 citations
Review Oct 2026

Envy-free Allocations with Individual Payments

When an envy-free allocation of indivisible goods does not exist, monetary transfers can restore envy-freeness. Existing work on fair division with subsidies, however, typically assumes that these payments are provided by an external source, an assumption that may be unrealistic in many applications. We address this li...

Robert Bredereck, E. Deltl, Tanmay Inamdar et al. · 0 citations
Preprint Sep 2026

Envy-Free Allocation of Indivisible Goods under Leontief Preferences

Envy-freeness is a fundamental notion of fairness in the allocation of indivisible goods. In this paper, we study envy-free allocation under Leontief preferences, which model perfect complements. Although Leontief preferences have been extensively studied in the context of allocating divisible goods and market equilibr...

Tanmay Inamdar, P. Jain, Pranjal Pandey · 0 citations

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