29 citations · 39 across the 9 of their papers we have counts for
9 papers
Doeblin Curves
Dongmin Lee, William Lu, Anuran Makur +1
Recent research on Doeblin coefficients has shed light on their usefulness as a multi-way generalization of the Dobrushin contraction coefficient for TV distance, in a separate vei…
Entrywise Error Bounds for Spectral Ranking with Semi-Random Adversaries
Dongmin Lee, Anuran Makur, Japneet Singh
Bradley-Terry-Luce (BTL) model estimation is a well-established strategy to rank a collection of items given a dataset of pairwise comparisons. Although the theoretical performance…
Fair Division Under Inaccurate Preferences
Trung Dang, Daniel Halpern, Anuran Makur +3
The fair allocation of scarce resources is a central problem in mathematics, computer science, operations research, and economics. While much of the fair-division literature assume…
Bounds on Maximal Leakage over Bayesian Networks
Anuran Makur, Japneet Singh
Maximal leakage quantifies the leakage of information from data due to an observation . While fundamental properties of maximal leakage, such as data process…
Hypothesis Testing for Generalized Thurstone Models
Anuran Makur, Japneet Singh
In this work, we develop a hypothesis testing framework to determine whether pairwise comparison data is generated by an underlying \emph{generalized Thurstone model} $\mathcal{T}_…
Minimax Hypothesis Testing for the Bradley-Terry-Luce Model
Anuran Makur, Japneet Singh
The Bradley-Terry-Luce (BTL) model is one of the most widely used models for ranking a collection of items or agents based on pairwise comparisons among them. Given agents, the…
Doeblin Coefficients and Related Measures
Anuran Makur, Japneet Singh
Doeblin coefficients are a classical tool for analyzing the ergodicity and exponential convergence rates of Markov chains. Propelled by recent works on contraction coefficients of…
Generative models for sampling and phase transition indication in spin systems
Japneet Singh, Vipul Arora, Vinay Gupta +1
Recently, generative machine-learning models have gained popularity in physics, driven by the goal of improving the efficiency of Markov chain Monte Carlo techniques and of explori…
Attenuation from the optical to the extreme ultraviolet by dust associated with broad absorption line quasars: the driving force for outflows
C. Martin Gaskell, Jake J. M. Gill, Japneet Singh
We derive a mean attenuation curve out to the rest-frame extreme ultraviolet (EUV) for 'BAL dust' - the dust causing the additional extinction of active galactic nuclei (AGNs) with…