Identifying and exploiting structures for reliable deep learning by Sanyal, A

Stable rank normalization for improved generalization in neural networks and GANs by Sanyal, A, Torr, P, Dokania, P

Design of welded plate girder bridge / by 11097 Association of Engineering and Shipbuilding Draughtsmen, Sanyal, A.

TAPAS: Tricks to Accelerate (encrypted) Prediction As a Service by Sanyal, A, Kusner, M, Gascon, A, Kanade, V

How benign is benign overfitting? by Sanyal, A, Dokania, P, Kanade, V, Torr, P

Corrective machine unlearning by Goel, S, Prabhu, A, Torr, P, Kumaraguru, P, Sanyal, A

How robust is unsupervised representation learning to distribution shift? by Shi, Y, Daunhawer, I, Vogt, JE, Torr, PHS, Sanyal, A

Certifying ensembles: a general certification theory with s-lipschitzness by Petrov, A, Eiras, F, Sanyal, A, Torr, PHS, Bibi, A

Calibrating deep neural networks using focal loss by Mukhoti, J, Kulharia, V, Sanyal, A, Golodetz, S, Torr, PHS, Dokania, PK

On using focal loss for neural network calibration by Mukhoti, J, Kulharia, V, Sanyal, A, Golodetz, S, Torr, PHS, Dokania, PK

What makes and breaks safety fine-tuning? a mechanistic study by Jain, S, Lubana, ES, Oksuz, K, Joy, T, Sanyal, A, Torr, P, Dokania, PK

Progressive skeletonization: trimming more fat from a network at initialization by de Jorge, P, Sanyal, A, Behl, HS, Torr, PHS, Rogez, G, Dokania, PK

Treatment Patterns and Health Care Costs of Lupus Nephritis in a United States Payer Population by Bartels-Peculis L, Sharma A, Edwards AM, Sanyal A, Connolly-Strong E, Nelson WW

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Make some noise: reliable and efficient single-step adversarial training by de Jorge, P, Bibi, A, Volpi, R, Sanyal, A, Torr, PHS, Rogez, G, Dokania, PK

Correlations between MRI biomarkers PDFF and cT1 with histopathological features of non-alcoholic steatohepatitis by Dennis, A, Kelly, MD, Fernandes, C, Mouchti, S, Fallowfield, JA, Hirschfield, G, Pavlides, M, Harrison, S, Chakravarthy, MV, Banerjee, R, Sanyal, A

The Physiological, Pathological and Molecular Basis of Nonalcoholic Steatohepatitis Associated Cardiomyopathy by Oseini, A, Toldo, S, Seneshaw, M, Kumar, D, Santhekadur, P, Min, H, Mezzaroma, E, Bedossa, P, Mauro, A, Quaini, F, Frati, C, Falco, A, Koduru, S, Banini, B, Mirshahi, F, Abbate, A, Rider, O, Siddiqui, M, Sanyal, A