2 citations · 3 across the 3 of their papers we have counts for
4 papers
Structure, Not Belief: Correlated Thompson Sampling from LLM-Derived Covariance in Combinatorial Semi-Bandits
Vikram Kakaria, Anish Kataria, Anany Kotawala
Combinatorial Thompson sampling (CTS) draws independent posterior samples for every arm, so its exploration dynamics ignore any relation among arms. We study a minimal change to th…
Quantifying the Memorization-to-Generalization Transition: Scaling Laws and Phase Structure in Grokking
Anish Kataria
Neural networks trained past memorization frequently undergo a delayed transition to generalization, a phenomenon known as grokking. Despite theoretical progress on \emph{why} this…
Evaluating the Efficacy of Large Language Models in Detecting Fake News: A Comparative Analysis
Sahas Koka, Anthony Vuong, Anish Kataria
In an era increasingly influenced by artificial intelligence, the detection of fake news is crucial, especially in contexts like election seasons where misinformation can have sign…
Innovations in Agricultural Forecasting: A Multivariate Regression Study on Global Crop Yield Prediction
Ishaan Gupta, Samyutha Ayalasomayajula, Yashas Shashidhara +4
The prediction of crop yields internationally is a crucial objective in agricultural research. Thus, this study implements 6 regression models (Linear, Tree, Gradient Descent, Grad…