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cs.LG2025
Demystifying LLM-as-a-Judge: Analytically Tractable Model for Inference-Time Scaling
Indranil Halder, Cengiz Pehlevan
Recent developments in large language models have shown advantages in reallocating a notable share of computational resource from training time to inference time. However, the prin…
hep-th2025
A disorder-averaged framework for evaluating the Witten index
Indranil Halder, Daniel L. Jafferis, Debmalya Sarkar
We study supersymmetric indices in disordered systems, in particular an supersymmetric Sachdev-Ye-Kitaev-type quantum mechanics. In cases where the disordered param…