Zobrazeno 1 - 10
of 10 287
pro vyhledávání: '"Sanyal, P."'
Addressing data integrity challenges, such as unlearning the effects of data poisoning after model training, is necessary for the reliable deployment of machine learning models. State-of-the-art influence functions, such as EK-FAC, often fail to accu
Externí odkaz:
http://arxiv.org/abs/2411.13731
Machine unlearning algorithms are increasingly important as legal concerns arise around the provenance of training data, but verifying the success of unlearning is often difficult. Provable guarantees for unlearning are often limited to supervised le
Externí odkaz:
http://arxiv.org/abs/2411.12600
News outlets, surveyors, and other organizations often conduct polls on social networks to gain insights into public opinion. Such a poll is typically started by someone on a social network who sends it to her friends. If a person participates in the
Externí odkaz:
http://arxiv.org/abs/2410.12256
Extending the Standard Model (SM) by one additional Higgs doublet leads to the Two-Higgs Doublet Model (2HDM). A specific charge assignment of the SM fermions under the $\mathbb{Z}_2$ symmetry leads to the Type-I 2HDM. A key feature of the Type-I 2HD
Externí odkaz:
http://arxiv.org/abs/2409.19643
Autor:
Sanyal, Swarnava, Okawachi, Yoshitomo, Zhao, Yun, Kim, Bok Young, McNulty, Karl J., Lipson, Michal, Gaeta, Alexander L.
The nonlinear interaction of a microresonator pumped by a laser has revealed complex dynamics including soliton formation and chaos. Initial studies of coupled-resonator systems reveal even more complicated dynamics that can lead to deterministic mod
Externí odkaz:
http://arxiv.org/abs/2409.17343
The title of a research paper communicates in a succinct style the main theme and, sometimes, the findings of the paper. Coming up with the right title is often an arduous task, and therefore, it would be beneficial to authors if title generation can
Externí odkaz:
http://arxiv.org/abs/2409.14602
Autor:
Sanyal, Sourav, Roy, Kaushik
In the rapidly evolving field of vision-language navigation (VLN), ensuring robust safety mechanisms remains an open challenge. Control barrier functions (CBFs) are efficient tools which guarantee safety by solving an optimal control problem. In this
Externí odkaz:
http://arxiv.org/abs/2409.10283
Autor:
McNulty, Karl J., Chaitanya, Shriddha, Sanyal, Swarnava, Gil-Molina, Andres, Corato-Zanarella, Mateus, Okawachi, Yoshitomo, Gaeta, Alexander L., Lipson, Michal
Silicon nitride (SiN) formed via low pressure chemical vapor deposition (LPCVD) is an ideal material platform for on-chip nonlinear photonics owing to its low propagation loss and competitive nonlinear index. Despite this, LPCVD SiN is restricted in
Externí odkaz:
http://arxiv.org/abs/2409.08358
Current backdoor defense methods are evaluated against a single attack at a time. This is unrealistic, as powerful machine learning systems are trained on large datasets scraped from the internet, which may be attacked multiple times by one or more a
Externí odkaz:
http://arxiv.org/abs/2408.13221
We do a detailed study on vortex formation in a magnetized plasma within the spacetime of a moving cosmic string using analytical and numerical methods. The conical spacetime around the cosmic string causes the frozen-in magnetic field to deform due
Externí odkaz:
http://arxiv.org/abs/2408.01778