Aravind Subramanian
Artificial Intelligence · 2001–2020
A researcher in the Science corpus: 15 papers; trusts 2 researchers and is trusted by 6 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 22 citations into it; #32,047 of 35,345 by trust here, #20,836 by citations
- Statistical and Nonlinear Physics — 21 citations into it
- Representation & Self-Supervised Learning — 11 citations into it
- Computer Vision and Pattern Recognition — 9 citations into it
Whom Aravind Subramanian trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Who trusts Aravind Subramanian overall
- Jianguo Xia
- Yunshun Chen
- David S. Wishart
- Jasmine Chong
- Gordon K. Smyth
- Jing Wang
- E. Ulgen
- Purvesh Khatri
- Petar Velickovic
- Diabetes-Ling Wu
Papers from Aravind Subramanian's perspective
Ordered by how strongly the researchers Aravind Subramanian trusts endorse each paper. Same corpus, a different order for every researcher.
- ImageNet classification with deep convolutional neural networks
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Gradient-based learning applied to document recognition
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Long Short-Term Memory
- Attention is All you Need (Neural Information Processing Systems)
- Learning Deep Architectures for AI
- Learning Multiple Layers of Features from Tiny Images
- Extracting and composing robust features with denoising autoencoders
- Learning representations by back-propagating errors
Their papers
- From the Cover: Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles (2005) — 44,350 citations
- Initial sequencing and analysis of the human genome (2001) — 24,262 citations
- Molecular signatures database (MSigDB) 3.0 (2011) — 6,262 citations
- The Connectivity Map: Using Gene-Expression Signatures to Connect Small Molecules, Genes, and Disease (2006) — 4,911 citations
- PGC-1α-responsive genes involved in oxidative phosphorylation are coordinately downregulated in human diabetes (2003) — 8,321 citations
- Open Community Challenge Reveals Molecular Network Modules with Key Roles in Diseases (2018) — 30 citations
- Assessment of network module identification across complex diseases (2019) — 268 citations
- Densely interconnected transcriptional circuits control cell states in human hematopoiesis (2011) — 992 citations
- Gene expression inference with deep learning (2015) — 395 citations
- A Next Generation Connectivity Map: L1000 platform and the first 1,000,000 profiles (2017) — 2,985 citations
- The Library of Integrated Network-based Cellular Signatures (LINCS) NIH Program: System-level Cataloging of Human Cells Response to Perturbations (2017) — 380 citations
- The Drug Repurposing Hub: a next-generation drug library and information resource (2017) — 904 citations
- GSEA-P: a desktop application for Gene Set Enrichment Analysis (2007) — 1,322 citations
- Discovering the anti-cancer potential of non-oncology drugs by systematic viability profiling (2020) — 711 citations
- Correction: Initial sequencing and analysis of the human genome (2001) — 97 citations