Robust thresholding by calibration

Z Wang - IECON 2017-43rd Annual Conference of the IEEE …, 2017 - ieeexplore.ieee.org
… achieved rapid development, threshold method is still an … a robust threshold method is
proposed to calibrate the parameters to obtain the best accuracy. The proposed threshold method …

Robust regression via hard thresholding

K Bhatia, P Jain, P Kar - Advances in neural information …, 2015 - proceedings.neurips.cc
… We study the problem of Robust Least Squares Regression (RLSR) where several response
… forming robust regression at scale. Key to our algorithms is the Hard Thresholding Operator …

Robust probabilistic calibration

S Rüping - European Conference on Machine Learning, 2006 - Springer
… probabilistic calibration with methods from the field of robust … of robustness concepts can
significantly improve calibrationrobustness in the design of probabilistic calibration methods. …

A flexible and robust threshold selection method

Z Wang, J Xiong, Y Yang, H Li - IEEE Transactions on Circuits …, 2017 - ieeexplore.ieee.org
… In addition, the method proposed in this paper incorporates the calibration process to find
the optimum parameter N and W to achieve the optimum segmentation accuracy. In [26]–[28], …

Reliable decisions with threshold calibration

R Sahoo, S Zhao, A Chen… - Advances in Neural …, 2021 - proceedings.neurips.cc
… Future work could focus on developing calibration procedures that enable forecasters to
be robust to such distribution shifts. In addition, we specifically focus on binary-action …

Adaptive hard thresholding for near-optimal consistent robust regression

AS Suggala, K Bhatia… - … on Learning Theory, 2019 - proceedings.mlr.press
… We study the problem of robust linear regression with … We also extend our estimator to
robust sparse linear regression … removal via hard thresholding in which the threshold is chosen …

Confhusius: A robust and fully automatic calibration method for 3D freehand ultrasound

F Rousseau, P Hellier, C Barillot - Medical image analysis, 2005 - Elsevier
… new robust and fully automatic method for calibration of three-dimensional (3D) freehand
ultrasound called Confhusius (CalibratiON … position of each wire is segmented by thresholding. …

Confidence-calibrated adversarial training: Generalizing to unseen attacks

D Stutz, M Hein, B Schiele - International conference on …, 2020 - proceedings.mlr.press
robust test error, extended to our confidence-thresholded … We demonstrate improved
robustness against unseen attacks … robustness using confidencethresholded (robust) test error. …

A 4.6–400 K functional ringamp-based 250 MS/s 12 b pipelined ADC with PVT-robust unity-gain-frequency-aware bias calibration

K Yamashita, B Hershberg, K Yoshioka… - IEEE Journal of Solid …, 2023 - ieeexplore.ieee.org
… -converter (ADC) without gain calibration, operating across a … , threshold voltage, and
drain resistance across temperature, we propose a unity-gain-frequency-aware bias calibration

Rochade: Robust checkerboard advanced detection for camera calibration

S Placht, P Fürsattel, EA Mengue, H Hofmann… - European conference on …, 2014 - Springer
… Local thresholding Having computed the gradient, we generate a … thresholding in a (2τ
+1)×(2τ + 1) window around the current pixel. In all our experiments, we have set the thresholding