Alert button
Picture for Suyash Gupta

Suyash Gupta

Alert button

Predictive Inference with Weak Supervision

Feb 09, 2022
Maxime Cauchois, Suyash Gupta, Alnur Ali, John Duchi

Figure 1 for Predictive Inference with Weak Supervision
Figure 2 for Predictive Inference with Weak Supervision
Figure 3 for Predictive Inference with Weak Supervision
Figure 4 for Predictive Inference with Weak Supervision
Viaarxiv icon

The $r$-value: evaluating stability with respect to distributional shifts

May 07, 2021
Suyash Gupta, Dominik Rothenhäusler

Figure 1 for The $r$-value: evaluating stability with respect to distributional shifts
Figure 2 for The $r$-value: evaluating stability with respect to distributional shifts
Figure 3 for The $r$-value: evaluating stability with respect to distributional shifts
Figure 4 for The $r$-value: evaluating stability with respect to distributional shifts
Viaarxiv icon

Robust Validation: Confident Predictions Even When Distributions Shift

Aug 10, 2020
Maxime Cauchois, Suyash Gupta, Alnur Ali, John C. Duchi

Figure 1 for Robust Validation: Confident Predictions Even When Distributions Shift
Figure 2 for Robust Validation: Confident Predictions Even When Distributions Shift
Figure 3 for Robust Validation: Confident Predictions Even When Distributions Shift
Figure 4 for Robust Validation: Confident Predictions Even When Distributions Shift
Viaarxiv icon

Knowing what you know: valid confidence sets in multiclass and multilabel prediction

Apr 24, 2020
Maxime Cauchois, Suyash Gupta, John Duchi

Figure 1 for Knowing what you know: valid confidence sets in multiclass and multilabel prediction
Figure 2 for Knowing what you know: valid confidence sets in multiclass and multilabel prediction
Figure 3 for Knowing what you know: valid confidence sets in multiclass and multilabel prediction
Figure 4 for Knowing what you know: valid confidence sets in multiclass and multilabel prediction
Viaarxiv icon