Zobrazeno 1 - 10
of 2 430
pro vyhledávání: '"P. Priyank"'
Autor:
Brodeur, Peter G., Buckley, Thomas A., Kanjee, Zahir, Goh, Ethan, Ling, Evelyn Bin, Jain, Priyank, Cabral, Stephanie, Abdulnour, Raja-Elie, Haimovich, Adrian, Freed, Jason A., Olson, Andrew, Morgan, Daniel J., Hom, Jason, Gallo, Robert, Horvitz, Eric, Chen, Jonathan, Manrai, Arjun K., Rodman, Adam
Performance of large language models (LLMs) on medical tasks has traditionally been evaluated using multiple choice question benchmarks. However, such benchmarks are highly constrained, saturated with repeated impressive performance by LLMs, and have
Externí odkaz:
http://arxiv.org/abs/2412.10849
Autor:
Singh, Priyank, Gunyhó, András, Suominen, Heikki, Catto, Giacomo, Blanchet, Florian, Chen, Qi-Ming, Alizadeh, Arman, Keränen, Aarne, Ma, Jian, Mörstedt, Timm, Liu, Wei, Möttonen, Mikko
Recently, ultrasensitive calorimeters have been proposed as a resource-efficient solution for multiplexed qubit readout in superconducting large-scale quantum processors. However, experiments demonstrating frequency multiplexing of these superconduct
Externí odkaz:
http://arxiv.org/abs/2411.12782
Autor:
Wald, Tassilo, Ulrich, Constantin, Köhler, Gregor, Zimmerer, David, Denner, Stefan, Baumgartner, Michael, Isensee, Fabian, Jaini, Priyank, Maier-Hein, Klaus H.
What representation do deep neural networks learn? How similar are images to each other for neural networks? Despite the overwhelming success of deep learning methods key questions about their internal workings still remain largely unanswered, due to
Externí odkaz:
http://arxiv.org/abs/2410.23107
In this paper, we establish the global convergence of the actor-critic algorithm with a significantly improved sample complexity of $O(\epsilon^{-3})$, advancing beyond the existing local convergence results. Previous works provide local convergence
Externí odkaz:
http://arxiv.org/abs/2410.08868
Autor:
Chauhan, Bhavesh, Parashari, Priyank
In this paper, we take a close look at the interaction between the TeV--PeV energy astrophysical neutrinos and a hypothetical cosmic sterile-neutrino background. These interactions yield absorption features, also called ``dips", in the astrophysical
Externí odkaz:
http://arxiv.org/abs/2409.12145
Police departments around the world use two-way radio for coordination. These broadcast police communications (BPC) are a unique source of information about everyday police activity and emergency response. Yet BPC are not transcribed, and their natur
Externí odkaz:
http://arxiv.org/abs/2409.10858
A very pressing question in contemporary physics is the identity of Dark Matter (DM), and one that has not been answered affirmatively to any degree so far. Primordial Black Holes (PBHs) are one of the most well-motivated DM candidates. Light enough
Externí odkaz:
http://arxiv.org/abs/2409.10617
Autor:
Rasola, Miika, Klaver, Samuel, Ma, Jian, Singh, Priyank, Uusnäkki, Tuomas, Suominen, Heikki, Möttönen, Mikko
We demonstrate a simple and versatile resonator design based on a short strip of a typical coplanar waveguide shorted at one end to the ground and shunted at the other end with a large parallel-plate capacitor. Due to the shape of the structure, we c
Externí odkaz:
http://arxiv.org/abs/2409.02558
Autor:
Geirhos, Robert, Jaini, Priyank, Stone, Austin, Medapati, Sourabh, Yi, Xi, Toderici, George, Ogale, Abhijit, Shlens, Jonathon
Training a neural network is a monolithic endeavor, akin to carving knowledge into stone: once the process is completed, editing the knowledge in a network is nearly impossible, since all information is distributed across the network's weights. We he
Externí odkaz:
http://arxiv.org/abs/2408.08172
Autor:
Agrawal, Priyank, Agrawal, Shipra
We present an optimistic Q-learning algorithm for regret minimization in average reward reinforcement learning under an additional assumption on the underlying MDP that for all policies, the expected time to visit some frequent state $s_0$ is finite
Externí odkaz:
http://arxiv.org/abs/2407.13743