676 citations · 1k across the 35 of their papers we have counts for
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stat.ML2019★ 1 cited
New Computational and Statistical Aspects of Regularized Regression with Application to Rare Feature Selection and Aggregation
Amin Jalali, Adel Javanmard, Maryam Fazel
Prior knowledge on properties of a target model often come as discrete or combinatorial descriptions. This work provides a unified computational framework for defining norms that p…
stat.ML2019★ 8 cited
Multi-Product Dynamic Pricing in High-Dimensions with Heterogeneous Price Sensitivity
Adel Javanmard, Hamid Nazerzadeh, Simeng Shao
We consider the problem of multi-product dynamic pricing, in a contextual setting, for a seller of differentiated products. In this environment, the customers arrive over time and…