43 citations · 64 across the 10 of their papers we have counts for
7 papers · 1 filter
Bayesian Neural Networks via Dirichlet Process Priors on the Data-Generating Distribution for Randomized Value Functions in Deep Reinforcement Learning
Sumit Vashishtha
Bayesian neural networks (BNNs) offer a principled framework for quantifying epistemic uncertainty. However, standard weight-space priors yield complex, high-dimensional neural net…
Dimension-Free PAC-Bayes Generalization for Deep Neural Networks via Dirichlet Processes
Sumit Vashishtha
Classical PAC-Bayesian generalization theory places prior distributions over Euclidean parameter space , causing relative entropy to scale with network dim…
Search for charged long-lived particles at the Future Circular Collider (FCC-ee)
Soumyaa Vashishtha, Maximilian Emanuel Goblirsch-Kolb, Mirindra Randriamanantena +3
Long-lived particles (LLPs) have emerged as a compelling signature of physics beyond the standard model, offering unique discovery opportunities at current and future colliders. We…
Measurement of the top quark pair production cross section in PbPb collisions at = 5.36 TeV
CMS Collaboration
The inclusive cross section for top quark pair () production in lead-lead (PbPb) collisions is reported for the first time at a center-of-mass energy per nucleon…
Search for a new heavy resonance decaying to a top quark and a neutral scalar boson in proton-proton collisions at = 13 TeV
CMS Collaboration
A first search at the LHC for a new heavy resonance decaying to a top quark and a neutral scalar boson in the fully hadronic final state is presented, where the boson is id…
Search for Higgs boson production at high transverse momentum in the WW decay channel in proton-proton collisions at = 13 TeV
CMS Collaboration
A search for Higgs boson (H) production at high transverse momentum () in the WW decay channel is presented. The analysis uses proton-proton collisions at …
Observation of the jet diffusion wake using dijets in heavy ion collisions
CMS Collaboration
Energetic quarks and gluons traversing a hot and dense quark-gluon plasma deposit energy and momentum into the medium before hadronizing to collimated sprays of particles, known as…