3 papers
cs.LG2025
Modeling User Behavior from Adaptive Surveys with Supplemental Context
Aman Shukla, Daniel Patrick Scantlebury, Rishabh Kumar
Modeling user behavior is critical across many industries where understanding preferences, intent, or decisions informs personalization, targeting, and strategic outcomes. Surveys…
gr-qc2023
Dynamical Systems Analysis of Gravity Model
Aman Shukla, Rakesh Raushan, Raghavendra Chaubey
In this article, we examine the dynamical evolution of flat FRW cosmological model in gravity theory. We consider the general form of defined as $f(R, L_m)…
cs.LG2023
A Tale of Two Circuits: Grokking as Competition of Sparse and Dense Subnetworks
William Merrill, Nikolaos Tsilivis, Aman Shukla
Grokking is a phenomenon where a model trained on an algorithmic task first overfits but, then, after a large amount of additional training, undergoes a phase transition to general…