Scholar
Varshini Reddy
Google Scholar ID: A6BwHbYAAAAJ
Kensho Technologies
Citations & Impact
Citations
186
H-index
6
i10-index
4
Publications
18
Co-authors
0
Publications
Resume
Academic Achievements
- Mask Conditional Synthetic Satellite Imagery, 11th International Conference on Learning Representations (ICLR 2023, Accepted), Pre-print arXiv:2302.04305
- Success of Uncertainty-Aware Deep Models Depends on Data Manifold Geometry, International Conference on Machine Learning (ICML 2022)
- Malware Detection and Classification using Community Detection and Social Network Analysis, Journal of Computer Virology and Hacking Techniques
- Hybrid Behavioural Features for Churn Prediction in Mobile Telecomm Networks with Data Constraints, ISEA-ISAP 2018
- Simulation of Lane-switching in Self-Driving Automobiles, International Journal of Scientific Research in Computer Science, Engineering and Information Technology 2018
- Analysis of Similarity Measures for Collaborative Filtering, International Symposium on Cloud Computing & Data Analytics 2017
- Comparison of Machine Learning Techniques for Malware Detection and Classification, Journal of Computer Virology and Hacking Techniques (Under Peer Review)
Research Experience
- Lane switching in self-driving cars using CNN
- Churn Prediction using hybrid behavioural features
- American Sign Language recognition using Deep Learning
- Malware Detection & Classification using social network analytics
- Similarity Measures for Recommender Systems using user-based Collaborative Filtering
- Fake News Detection using LSTMs
- Predicting Physical Parameters of Black Holes using Generated Images
- Mask Conditional Synthetic Satellite Imagery using SPADE GAN
- Scheduling of Neural Network Parameters focused on batch size
- Interpretation of Model Predicting Memorability of Image advertisements
- Geographic Topology Extrapolation using Generative Adversarial Networks