A. Ghodsi
Artificial Intelligence · 2006–2022
A researcher in the Science corpus: 19 papers; trusts 93 researchers and is trusted by 14 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 119 citations into it; #11,475 of 35,345 by trust here, #11,490 by citations
- Computer Networks and Communications — 85 citations into it
- Information Systems — 72 citations into it
- Computer Vision and Pattern Recognition — 59 citations into it; #7,756 of 21,575 by trust here, #8,409 by citations
- ML Systems & Hardware — 28 citations into it; #563 of 575 by trust here, #187 by citations
- Representation & Self-Supervised Learning — 26 citations into it
- Reinforcement Learning — 23 citations into it
- Molecular Biology — 20 citations into it; #14,308 of 17,773 by trust here, #16,150 by citations
Whom A. Ghodsi trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Matei A. Zaharia
- Geoffrey E. Hinton
- Muthu Dayalan
- David Ruppert
- Hervé Moulin
- Yoshua Bengio
- Andrew Y. Ng
- Diederik P. Kingma
- Alex Krizhevsky
- Michael I. Jordan
Who trusts A. Ghodsi overall
- Seonguk Park
- Hongzi Mao
- Ganesh Ananthanarayanan
- Matt C. Howard
- Kay Ousterhout
- Matei A. Zaharia
- Francesco Pace
- Christina Delimitrou
- Yanghua Peng
- Nojun Kwak
Papers from A. Ghodsi's perspective
Ordered by how strongly the researchers A. Ghodsi trusts endorse each paper. Same corpus, a different order for every researcher.
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- ImageNet classification with deep convolutional neural networks
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Long Short-Term Memory
- Attention is All you Need (Neural Information Processing Systems)
- Gradient-based learning applied to document recognition
- ImageNet: A large-scale hierarchical image database
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
- Learning Multiple Layers of Features from Tiny Images
Their papers
- Robust Locally-Linear Controllable Embedding (2017) — 101 citations
- A Berkeley View of Systems Challenges for AI (2017) — 213 citations
- Supervised principal component analysis: Visualization, classification and regression on subspaces and submanifolds (2011) — 358 citations
- DyLoRA: Parameter-Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank Adaptation (2022) — 309 citations
- Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics (2021) — 314 citations
- Sentiment analysis based on improved pre-trained word embeddings (2019) — 296 citations
- Deep learning enables de novo peptide sequencing from data-independent-acquisition mass spectrometry (2018) — 323 citations
- Accelerating the Machine Learning Lifecycle with MLflow (2018) — 559 citations
- Apache Spark (2016) — 1,660 citations
- Spark SQL: Relational Data Processing in Spark (2015) — 1,484 citations
- The Missing Piece in Complex Analytics: Low Latency, Scalable Model Management and Serving with Velox (2014) — 126 citations
- Tachyon: Reliable, Memory Speed Storage for Cluster Computing Frameworks (2014) — 371 citations
- Less pain, most of the gain: incrementally deployable ICN (2013) — 389 citations
- Effective Straggler Mitigation: Attack of the Clones (2013) — 554 citations
- PACMan: Coordinated Memory Caching for Parallel Jobs (2012) — 344 citations
- Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center (2011) — 2,075 citations
- Dominant Resource Fairness: Fair Allocation of Multiple Resource Types (2011) — 1,398 citations
- An Efficient Greedy Method for Unsupervised Feature Selection (2011) — 91 citations
- Automatic dimensionality selection from the scree plot via the use of profile likelihood (2006) — 453 citations