9 citations · 9 across the 1 of their papers we have counts for
3 papers
stat.ML2025
Mallows Model with Learned Distance Metrics: Sampling and Maximum Likelihood Estimation
Yeganeh Alimohammadi, Kiana Asgari
\textit{Mallows model} is a widely-used probabilistic framework for learning from ranking data, with applications ranging from recommendation systems and voting to aligning languag…
stat.ML2025
Local minima of the empirical risk in high dimension: General theorems and convex examples
Kiana Asgari, Andrea Montanari, Basil Saeed
We consider a general model for high-dimensional empirical risk minimization whereby the data are -dimensional Gaussian vectors, the model is parametrized by $\ma…
cs.LG2022★ 9 cited
DyFEn: Agent-Based Fee Setting in Payment Channel Networks
Kiana Asgari, Aida Afshar Mohammadian, Mojtaba Tefagh
In recent years, with the development of easy to use learning environments, implementing and reproducible benchmarking of reinforcement learning algorithms has been largely acceler…