Oktay Günlük
Artificial Intelligence · 2016–2021
A researcher in the Science corpus: 4 papers; trusts 25 researchers and is trusted by 15 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 58 citations into it; #10,555 of 35,345 by trust here, #9,641 by citations
- Statistical Learning Theory — 21 citations into it
- Algorithms & Complexity — 20 citations into it; #264 of 516 by trust here, #197 by citations
- Computational Theory and Mathematics — 18 citations into it
- Information Systems — 12 citations into it
- Computer Vision and Pattern Recognition — 8 citations into it
- Safety, Robustness & Interpretability — 5 citations into it
Whom Oktay Günlük trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- J. Ross Quinlan
- Tong Wang
- Leo Breiman
- Cynthia Rudin
- Niko Speybroeck
- Trevor J. Hastie
- Dimitris J. Bertsimas
- William W. Cohen
- Chih-Jen Lin
- Mohammad Norouzi
Who trusts Oktay Günlük overall
- Murat Firat
- Emilio Carrizosa
- Rafael Blanquero
- Vinícius G. Costa
- Sina Aghaei
- Thibaut Vidal
- Cristina Molero-Río
- Guillaume Crognier
- Haoran Zhu
- Dolores Romero Morales
Papers from Oktay Günlük's perspective
Ordered by how strongly the researchers Oktay Günlük 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)
- Attention is All you Need (Neural Information Processing Systems)
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Gradient-based learning applied to document recognition
- Long Short-Term Memory
- ImageNet: A large-scale hierarchical image database
- Learning Multiple Layers of Features from Tiny Images
- 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)
Their papers
- Optimal decision trees for categorical data via integer programming (2021) — 94 citations
- Demonstration of quantum volume 64 on a superconducting quantum computing system (2020) — 501 citations
- Boolean Decision Rules via Column Generation (2018) — 200 citations
- Optimal Generalized Decision Trees via Integer Programming (2016) — 33 citations