--- title: "Rupesh Kumar Srivastava — author profile and papers" description: "Rupesh Kumar Srivastava: 3 papers on Elamur Research (2015–2016) — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/rupesh-kumar-srivastava/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/rupesh-kumar-srivastava/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Rupesh Kumar Srivastava # Rupesh Kumar Srivastava Rupesh Kumar Srivastava has 3 papers in our library, in 2015–2016; often with [Jurgen Schmidhuber](https://md.research.elamur.ai/free/en/authors/jurgen-schmidhuber/), [Jan Koutnik](https://md.research.elamur.ai/free/en/authors/jan-koutnik/), [Klaus Greff](https://md.research.elamur.ai/free/en/authors/klaus-greff/). 3 papers in our library · 2015–2016 No OpenAlex profile matched yet. [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/rupesh-kumar-srivastava/#papers) · [🔗 Cited 356 times in our library](https://md.research.elamur.ai/free/en/authors/rupesh-kumar-srivastava/cited-by/) · [⭐ Paper Stars ranking: #443](https://md.research.elamur.ai/free/en/paper-stars/page/5/#star-443) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Rupesh+Kumar+Srivastava) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Rupesh+Kumar+Srivastava) · [dblp](https://dblp.org/search?q=Rupesh+Kumar+Srivastava) · [ACL Anthology](https://aclanthology.org/search/?q=Rupesh+Kumar+Srivastava) ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) ## Works by year ### 2010s [**2016** 1 paper](https://md.research.elamur.ai/free/en/authors/rupesh-kumar-srivastava/year/2016/) · [**2015** 2 papers](https://md.research.elamur.ai/free/en/authors/rupesh-kumar-srivastava/year/2015/) ## Papers The most cited first (OpenAlex and our library). 1. **[LSTM: A Search Space Odyssey](https://md.research.elamur.ai/free/en/papers/greff-2015-lstm-search-space-odyssey/)** *(2015 · 7,008 citations)* Since its introduction in the mid-1990s, LSTM has accumulated many architectural modifications, but no one had systematically tested which of its parts actually matter. 2. **[Highway Networks](https://md.research.elamur.ai/free/en/papers/srivastava-2015-highway-networks/)** *(2015 · 680 citations)* Deeper neural networks tend to perform better, but plain feedforward stacks get much harder to train with gradient descent as layers are added, even with careful variance-preserving initialization. 3. **[Recurrent Highway Networks](https://md.research.elamur.ai/free/en/papers/zilly-2016-recurrent-highway-networks/)** *(2016 · 147 citations)* Recurrent networks usually update their hidden state with a single nonlinear step per time step. Making this step-to-step transition deeper should add modeling power, but such models have very long gradient paths and are hard to train, even when built from LSTM cells. Zilly et al. study this problem using Geršgorin's… ## Co-authors here 3 co-authors with a page, the most papers together first. - [Jurgen Schmidhuber](https://md.research.elamur.ai/free/en/authors/jurgen-schmidhuber/) ×3 - [Jan Koutnik](https://md.research.elamur.ai/free/en/authors/jan-koutnik/) ×2 - [Klaus Greff](https://md.research.elamur.ai/free/en/authors/klaus-greff/) ×2 ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [IEEE Transactions on Neural Networks and Learning Systems](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-neural-networks-and-learning-systems/): [IEEE Transactions on Neural Networks and Learning Systems 2015](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-neural-networks-and-learning-systems/2015/) ## Cited by Papers of our library cite their works 356 times (of the 149,439 papers whose bibliographies we read); [57 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/rupesh-kumar-srivastava/cited-by/). Updated 2 November 2026