7.7k citations
- California Institute of TechnologyUS530 papers
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282 papers · 1 filter
Storms and the Depletion of Ammonia in Jupiter: II. Explaining the Juno Observations
Tristan Guillot, Cheng Li, Scott Bolton +8
Observations of Jupiter's deep atmosphere by the Juno spacecraft have revealed several puzzling facts: The concentration of ammonia is variable down to pressures of tens of bars, a…
Approximation Algorithms for the Bottleneck Asymmetric Traveling Salesman Problem
Hyung-Chan An, Robert Kleinberg, David B. Shmoys
We present the first nontrivial approximation algorithm for the bottleneck asymmetric traveling salesman problem. Given an asymmetric metric cost between n vertices, the problem is…
Understanding Decoupled and Early Weight Decay
Johan Bjorck, Kilian Weinberger, Carla Gomes
Weight decay (WD) is a traditional regularization technique in deep learning, but despite its ubiquity, its behavior is still an area of active research. Golatkar et al. have recen…
Fairness, Welfare, and Equity in Personalized Pricing
Nathan Kallus, Angela Zhou
We study the interplay of fairness, welfare, and equity considerations in personalized pricing based on customer features. Sellers are increasingly able to conduct price personaliz…
Comparing Suicide Risk Insights derived from Clinical and Social Media data
Rohith K. Thiruvalluru, Manas Gaur, Krishnaprasad Thirunarayan +2
Suicide is the 10th leading cause of death in the US and the 2nd leading cause of death among teenagers. Clinical and psychosocial factors contribute to suicide risk (SRFs), althou…
In Vitro Electron Density Refinement from Solution X-ray Scattering in the Wide-Angle Regime
Yen-Lin Chen, Lois Pollack
We present Frequency Marching, FM, an algorithm that refines three-dimensional electron density distributions from solution X-ray scattering data in both the small- and wide-angle…