Zobrazeno 1 - 10
of 9 168
pro vyhledávání: '"Gupta, P R"'
Research in Responsible AI has developed a range of principles and practices to ensure that machine learning systems are used in a manner that is ethical and aligned with human values. However, a critical yet often neglected aspect of ethical ML is t
Externí odkaz:
http://arxiv.org/abs/2408.10239
Autor:
Rawat, Ananya, Gupta, Girjesh R.
Waves play an important role in the heating of solar atmosphere, however, observations of wave propagation and damping from the solar photosphere to corona through chromosphere and transition region are very rare. Recent observations have shown propa
Externí odkaz:
http://arxiv.org/abs/2407.21561
Autor:
Kapse, Saarthak, Pati, Pushpak, Das, Srijan, Zhang, Jingwei, Chen, Chao, Vakalopoulou, Maria, Saltz, Joel, Samaras, Dimitris, Gupta, Rajarsi R., Prasanna, Prateek
Introducing interpretability and reasoning into Multiple Instance Learning (MIL) methods for Whole Slide Image (WSI) analysis is challenging, given the complexity of gigapixel slides. Traditionally, MIL interpretability is limited to identifying sali
Externí odkaz:
http://arxiv.org/abs/2312.15010
Attention De-sparsification Matters: Inducing Diversity in Digital Pathology Representation Learning
Autor:
Kapse, Saarthak, Das, Srijan, Zhang, Jingwei, Gupta, Rajarsi R., Saltz, Joel, Samaras, Dimitris, Prasanna, Prateek
We propose DiRL, a Diversity-inducing Representation Learning technique for histopathology imaging. Self-supervised learning techniques, such as contrastive and non-contrastive approaches, have been shown to learn rich and effective representations o
Externí odkaz:
http://arxiv.org/abs/2309.06439
The multifactorial etiology of autism spectrum disorder (ASD) suggests that its study would benefit greatly from multimodal approaches that combine data from widely varying platforms, e.g., neuroimaging, genetics, and clinical characterization. Prior
Externí odkaz:
http://arxiv.org/abs/2308.05122
Autor:
Rawat, Ananya, Gupta, Girjesh R.
Sunspots host various oscillations and wave phenomena like umbral flashes, umbral oscillations, running penumbral waves, and coronal waves. All fan loops rooted in sunspot umbra constantly show a 3-min period propagating slow magnetoacoustic waves in
Externí odkaz:
http://arxiv.org/abs/2308.03490
Autor:
Gupta, Girjesh R., Nayak, Sushree S.
Coronal loops are basic building blocks of solar atmosphere and are observed on various length scales. However, their formation mechanism is still unclear. In this paper, we present the spectroscopic and imaging observations of small-scale transients
Externí odkaz:
http://arxiv.org/abs/2203.03529
Autor:
Gupta, Neha R., Orlandi, Vittorio, Chang, Chia-Rui, Wang, Tianyu, Morucci, Marco, Dey, Pritam, Howell, Thomas J., Sun, Xian, Ghosal, Angikar, Roy, Sudeepa, Rudin, Cynthia, Volfovsky, Alexander
dame-flame is a Python package for performing matching for observational causal inference on datasets containing discrete covariates. This package implements the Dynamic Almost Matching Exactly (DAME) and Fast Large-Scale Almost Matching Exactly (FLA
Externí odkaz:
http://arxiv.org/abs/2101.01867
Publikováno v:
A&A 638, A6 (2020)
We perform multiwavelength time-distance analysis of a fan loop system anchored in an isolated sunspot region AR 12553. The active region was observed by the Atmospheric Imaging Assembly on board the Solar Dynamics Observatory. We measure the phase s
Externí odkaz:
http://arxiv.org/abs/2004.05797
Autor:
Smith, M., Sullivan, M., Wiseman, P., Kessler, R., Scolnic, D., Brout, D., D'Andrea, C. B., Davis, T. M., Foley, R. J., Frohmaier, C., Galbany, L., Gupta, R. R., Gutiérrez, C. P., Hinton, S. R., Kelsey, L., Lidman, C., Macaulay, E., Möller, A., Nichol, R. C., Nugent, P., Palmese, A., Pursiainen, M., Sako, M., Thomas, R. C., Tucker, B. E., Carollo, D., Lewis, G. F., Sommer, N. E., Abbott, T. M. C., Aguena, M., Allam, S., Avila, S., Bertin, E., Bhargava, S., Brooks, D., Buckley-Geer, E., Burke, D. L., Rosell, A. Carnero, Kind, M. Carrasco, Costanzi, M., da Costa, L. N., De Vicente, J., Desai, S., Diehl, H. T., Doel, P., Eifler, T. F., Everett, S., Flaugher, B., Fosalba, P., Frieman, J., García-Bellido, J., Gaztanaga, E., Glazebrook, K., Gruen, D., Gruendl, R. A., Gschwend, J., Gutierrez, G., Hartley, W. G., Hollowood, D. L., Honscheid, K., James, D. J., Krause, E., Kuehn, K., Kuropatkin, N., Lima, M., MacCrann, N., Maia, M. A. G., Marshall, J. L., Martini, P., Melchior, P., Menanteau, F., Miquel, R., Paz-Chinchón, F., Plazas, A. A., Romer, A. K., Roodman, A., Rykoff, E. S., Sanchez, E., Scarpine, V., Schubnell, M., Serrano, S., Sevilla-Noarbe, I., Suchyta, E., Swanson, M. E. C., Tarle, G., Thomas, D., Tucker, D. L., Varga, T. N., Walker, A. R., Collaboration, The Dark Energy Survey
We present improved photometric measurements for the host galaxies of 206 spectroscopically confirmed type Ia supernovae discovered by the Dark Energy Survey Supernova Program (DES-SN) and used in the first DES-SN cosmological analysis. Fitting spect
Externí odkaz:
http://arxiv.org/abs/2001.11294