Subhodip Panda
Scholar

Subhodip Panda

Google Scholar ID: gYUOZNQAAAAJ
Ph.D student at Indian Institute of Science
PrivacyAlgorithmic UncertaintyStatisticsLearning TheoryInformation Theory
Citations & Impact
All-time
Citations
27
 
H-index
4
 
i10-index
1
 
Publications
7
 
Co-authors
6
list available
Resume (English only)
Academic Achievements
  • No specific information provided.
Research Experience
  • Before commencing doctoral studies, worked as a Research Associate at Oneirix Labs, where he was involved in developing algorithms using applied mathematics and computational statistics, with a particular emphasis on their applications in Medical AI.
Education
  • Ph.D. student at the ECE department, Indian Institute of Science (IISc), Bangalore, advised by Dr. Prathosh A.P; currently also mentored by Dr. Ananda Theertha Suresh. Post-graduate studies in Statistics from Indian Statistical Institute (ISI), Chennai, under the supervision of Prof. Sudheesh Kumar K. Undergraduate studies in ECE from Indian Institute of Engineering Science and Technology (IIEST), Shibpur.
Background
  • Research interests include designing privacy- and uncertainty-aware learning algorithms, particularly understanding the contribution of individual data points in the learning process and developing techniques to remove or 'unlearn' the effect of specific data. Topics of interest include differential privacy, machine unlearning, conformal prediction, and calibration.
Miscellany
  • No specific information provided.