Zobrazeno 1 - 10
of 77 168
pro vyhledávání: '"A, Kishore"'
Given the ease of creating synthetic data from machine learning models, new models can be potentially trained on synthetic data generated by previous models. This recursive training process raises concerns about the long-term impact on model quality.
Externí odkaz:
http://arxiv.org/abs/2412.17646
Targeted poisoning attacks aim to compromise the model's prediction on specific target samples. In a common clean-label setting, they are achieved by slightly perturbing a subset of training samples given access to those specific targets. Despite con
Externí odkaz:
http://arxiv.org/abs/2412.03908
Multiphase gas, with hot ($\sim10^6$K) and cold ($\sim10^4$K) gas, is ubiquitous in astrophysical media across a wide range of scales. However, simulating multiphase gas has been a long-standing challenge, due to the large separation between the size
Externí odkaz:
http://arxiv.org/abs/2412.03751
Biases in automated clinical decision-making using Electronic Healthcare Records (EHR) impose significant disparities in patient care and treatment outcomes. Conventional approaches have primarily focused on bias mitigation strategies stemming from s
Externí odkaz:
http://arxiv.org/abs/2412.00606
Next-generation gravitational wave detectors are expected to detect millions of compact binary mergers across cosmological distances. The features of the mass distribution of these mergers, combined with gravitational wave distance measurements, will
Externí odkaz:
http://arxiv.org/abs/2411.02494
Autor:
Yang, Dayu, Monaikul, Natawut, Ding, Amanda, Tan, Bozhao, Mosaliganti, Kishore, Iyengar, Giri
In the era of data-driven decision-making, accurate table-level representations and efficient table recommendation systems are becoming increasingly crucial for improving table management, discovery, and analysis. However, existing approaches to tabu
Externí odkaz:
http://arxiv.org/abs/2411.03356
It is well known that descents and excedances are equidistributed in the symmetric group. We show that the descent and excedance enumerators, summed over permutations with a fixed first letter are identical when we perform a simple change of the firs
Externí odkaz:
http://arxiv.org/abs/2410.23206
We propose a novel method for evaluating the performance of a content search system that measures the semantic match between a query and the results returned by the search system. We introduce a metric called "on-topic rate" to measure the percentage
Externí odkaz:
http://arxiv.org/abs/2410.21549
Text generation is the automated process of producing written or spoken language using computational methods. It involves generating coherent and contextually relevant text based on predefined rules or learned patterns. However, challenges in text ge
Externí odkaz:
http://arxiv.org/abs/2410.13498
Autor:
Chayapathy, Dhruva, Siebert, Tavis, Spangher, Lucas, Moharir, Akshata Kishore, Patil, Om Manoj, Rea, Cristina
Machine Learning guided data augmentation may support the development of technologies in the physical sciences, such as nuclear fusion tokamaks. Here we endeavor to study the problem of detecting disruptions i.e. plasma instabilities that can cause s
Externí odkaz:
http://arxiv.org/abs/2410.11065