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Researcher profile

Dhireesha Kudithipudi

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Analysis of Wide and Deep Echo State Networks for Multiscale Spatiotemporal Time Series Forecasting

    2019

    Echo state networks are computationally lightweight reservoir models inspired by the random projections observed in cortical circuitry. As interest in reservoir computing has grown, networks have become deeper and more intricate. While these networks are …

  2. Watch Your Step: Optimal Retrieval for Continual Learning at Scale

    2024 · arXiv (Cornell University)

    In continual learning, a model learns incrementally over time while minimizing interference between old and new tasks. One of the most widely used approaches in continual learning is referred to as replay. Replay methods support …