Search Results for author: Tanmay Chakraborty

Found 4 papers, 2 papers with code

Explainable Bayesian Optimization

1 code implementation24 Jan 2024 Tanmay Chakraborty, Christin Seifert, Christian Wirth

In industry, Bayesian optimization (BO) is widely applied in the human-AI collaborative parameter tuning of cyber-physical systems.

Bayesian Optimization Hyperparameter Optimization +1

An Empirical Analysis of Fairness Notions under Differential Privacy

no code implementations6 Feb 2023 Anderson Santana de Oliveira, Caelin Kaplan, Khawla Mallat, Tanmay Chakraborty

Recent works have shown that selecting an optimal model architecture suited to the differential privacy setting is necessary to achieve the best possible utility for a given privacy budget using differentially private stochastic gradient descent (DP-SGD)(Tramer and Boneh 2020; Cheng et al. 2022).

Fairness

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