Amol Deshpande
Computer Networks and Communications · 2003–2016
A researcher in the Science corpus: 10 papers; trusts 21 researchers and is trusted by 18 researchers here, as inferred from the citation graph.
Subfields
- Computer Networks and Communications — 58 citations into it; #1,728 of 9,886 by trust here, #1,227 by citations
- Artificial Intelligence — 23 citations into it; #14,725 of 35,345 by trust here, #29,412 by citations
- Signal Processing — 23 citations into it; #1,521 of 7,572 by trust here, #1,202 by citations
- Information Systems and Management — 21 citations into it
- Information Systems — 10 citations into it
- Probabilistic & Bayesian Methods — 6 citations into it
Whom Amol Deshpande trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Lise Getoor
- Samuel Madden
- Carlos Guestrin
- Yong Yao
- Jeffrey Scott Vitter
- Reynold Cheng
- Daphne Koller
- J. Bernardo
- B. Taskar
- Johannes Gehrke
Who trusts Amol Deshpande overall
- Andreas Krause
- Daniela Tulone
- Carlos Guestrin
- Samuel Madden
- Giuseppe Pio Anastasi
- Peter Bailis
- Nilesh N. Dalvi
- Michael A. Osborne
- Shawn R. Jeffery
- Songyun Duan
Papers from Amol Deshpande's perspective
Ordered by how strongly the researchers Amol Deshpande 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)
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Probabilistic reasoning in intelligent systems: Networks of plausible inference
- Gradient-based learning applied to document recognition
- ImageNet: A large-scale hierarchical image database
- Learning Multiple Layers of Features from Tiny Images
- Et al
- Long Short-Term Memory
- Attention is All you Need (Neural Information Processing Systems)
Their papers
- DataHub: Collaborative Data Science & Dataset Version Management at Scale (2014) — 191 citations
- ProvDB: A System for Lifecycle Management of Collaborative Analysis Workflows (2016) — 16 citations
- Collaborative Data Analytics with DataHub (2015) — 57 citations
- Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff (2015) — 86 citations
- Representing and Querying Correlated Tuples in Probabilistic Databases (2007) — 273 citations
- Approximate Data Collection in Sensor Networks using Probabilistic Models (2006) — 541 citations
- Model-based approximate querying in sensor networks (2005) — 140 citations
- Model-Driven Data Acquisition in Sensor Networks (2004) — 1,254 citations
- TelegraphCQ: continuous dataflow processing (2003) — 790 citations
- TelegraphCQ: Continuous Dataflow Processing for an Uncertain World (2003) — 1,203 citations