PinnedRohan JagtapinTowards AIGradient Descent OptimizationGradient Descent Optimization Algorithms14 min read·Oct 18, 2022----
PinnedRohan JagtapinTowards Data ScienceIntriguing Properties of Neural NetworksHow do Neural Nets Work?13 min read·May 18, 2022----
PinnedRohan JagtapinTowards Data ScienceQRNN: A Potential Competitor to the TransformerTraining Faster RNNs with Quasi-RNN·7 min read·Oct 7, 2020--1--1
PinnedRohan JagtapinTowards Data ScienceA Comprehensive Guide to Generative Adversarial Networks (GANs)Generating Meaningful Data from Noise·7 min read·May 16, 2020----
Rohan JagtapinThe StartupMy 2-Time Google Foobar ExperienceHow I did at the Google Foobar Challenge, Twice!·6 min read·Jan 26, 2021--1--1
Rohan JagtapinTowards Data ScienceGPT-3 ExplainedUnderstanding Transformer-Based Self-Supervised Architectures·11 min read·Jan 12, 2021----
Rohan JagtapinTowards Data ScienceDynamic Programming in RLTowards Training Better Reinforcement Learning Agents·8 min read·Dec 30, 2020----
Rohan JagtapinTowards Data ScienceLongformer: The Long-Document TransformerUnderstanding Transformer-Based Self-Supervised Architectures·7 min read·Dec 1, 2020--1--1
Rohan JagtapinTowards Data ScienceOptimizing Model Training with TensorFlow ProfilerOptimizing GPU Performance with TensorFlow·9 min read·Nov 13, 2020----
Rohan JagtapinThe StartupXLM-RoBERTa: Unsupervised Cross-lingual Representation Learning at ScaleUnderstanding Transformer-Based Self-Supervised Architectures·4 min read·Oct 18, 2020----