3 papers
cs.LG2021
Behavior of k-NN as an Instance-Based Explanation Method
Chhavi Yadav, Kamalika Chaudhuri
Adoption of DL models in critical areas has led to an escalating demand for sound explanation methods. Instance-based explanation methods are a popular type that return selective i…
eess.IV2019
On the design of convolutional neural networks for automatic detection of Alzheimer's disease
Sheng Liu, Chhavi Yadav, Carlos Fernandez-Granda +1
Early detection is a crucial goal in the study of Alzheimer's Disease (AD). In this work, we describe several techniques to boost the performance of 3D deep convolutional neural ne…
cs.LG2019
Cold Case: The Lost MNIST Digits
Chhavi Yadav, Léon Bottou
Although the popular MNIST dataset [LeCun et al., 1994] is derived from the NIST database [Grother and Hanaoka, 1995], the precise processing steps for this derivation have been lo…