Kumud Lakara

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 7

Top Topics

Inherent Uncertainty

Health Information

Discriminatively Trained

Generative Model

Top Venues

SMM4H@NAACL-HLT

Publications

Pratinav Seth, Akshat Bhandari, Kumud Lakara
Analyzing Effects of Fake Training Data on the Performance of Deep Learning Systems. CoRR (2023)
Yash Khare, Kumud Lakara, Sparsh Mittal, Arvind Kaushik, Rekha Singhal
SpotOn: A Gradient-based Targeted Data Poisoning Attack on Deep Neural Networks. ISQED (2023)
Kumud Lakara, Matias Valdenegro-Toro
Disentangled Uncertainty and Out of Distribution Detection in Medical Generative Models. CoRR (2022)
Yash Khare, Kumud Lakara, Maruthi S. Inukonda, Sparsh Mittal, Mahesh Chandra, Arvind Kaushik
Design and Analysis of Novel Bit-flip Attacks and Defense Strategies for DNNs. DSC (2022)
Sidharth R, Abhiraj Tiwari, Parthivi Choubey, Saisha Kashyap, Sahil Khose, Kumud Lakara, Nishesh Singh, Ujjwal Verma
BERT based Transformers lead the way in Extraction of Health Information from Social Media. CoRR (2021)
Sidharth R, Abhiraj Tiwari, Parthivi Choubey, Saisha Kashyap, Sahil Khose, Kumud Lakara, Nishesh Singh, Ujjwal Verma
BERT based Transformers lead the way in Extraction of Health Information from Social Media. SMM4H@NAACL-HLT (2021)
Kumud Lakara, Akshat Bhandari, Pratinav Seth, Ujjwal Verma
Evaluating Predictive Uncertainty and Robustness to Distributional Shift Using Real World Data. CoRR (2021)