Subject Rankings

Toyota Technological Institute Subject Rankings 2025

AD Scientific Index (Alper-Doger Scientific Index) offers the broadest spectrum of branches, providing analysis in 13 main fields and 197 sub-branches at global, national, and regional levels. These analyses can be based on indicators such as the H-index, i10-index, and citation count, as well as their values from the last 6 years. As of Nov 12, 2024, rankings are according to the Total H Index. BETA VERSION: The subject field rankings for the world, regions, countries, and universities are currently in beta. This is due to the exclusion of (887.258) scientists categorized under 'others,' whose profiles cannot yet be determined, edited, or classified. As these fields are updated, the rankings will adjust accordingly. Please keep this in mind. See Also: [University Subject Rankings]

* Total H IndexRankings
Ranking Based On Selection :1
Avrim Blum
Theoretical Computer Science
Machine Learning
Approximation Algorithms
Algorithmic Game Theory
Privacy
Metrics
H-Index
i10 Index
Citation Counts
81
178
42,087
* Total H IndexRankings
Ranking Based On Selection :2
Nathan Srebro
Machine Learning
Statistical Learning Theory
Metrics
H-Index
i10 Index
Citation Counts
76
162
35,447
* Total H IndexRankings
Ranking Based On Selection :3
David Mcallester
Artificial Intelligence
Machine Learning
Computer Vision
Programming Languages
Formal Methods
Metrics
H-Index
i10 Index
Citation Counts
67
118
42,589
* Total H IndexRankings
Ranking Based On Selection :4
Matthew Turk
Computer Vision
Human-Computer Interaction
Augmented Reality
Computational Photography
Mobile Computing
Metrics
H-Index
i10 Index
Citation Counts
62
138
44,802
* Total H IndexRankings
Ranking Based On Selection :5
Jinbo Xu
Machine Learning
Algorithm and Optimization
Computational Biology
Metrics
H-Index
i10 Index
Citation Counts
55
108
16,312
* Total H IndexRankings
Ranking Based On Selection :6
Karen Livescu
speech and language processing
machine learning
Metrics
H-Index
i10 Index
Citation Counts
54
117
14,446
* Total H IndexRankings
Ranking Based On Selection :7
Kevin Gimpel
Natural Language Processing
Machine Learning
Metrics
H-Index
i10 Index
Citation Counts
47
92
29,829
* Total H IndexRankings
Ranking Based On Selection :9
Karthik Sridharan
Learning Theory
Machine Learning
Optimization
Reinforcement Learning
Metrics
H-Index
i10 Index
Citation Counts
43
68
8,866
* Total H IndexRankings
Ranking Based On Selection :10
Makoto Miwa
Natural Language Processing
Artificial Intelligence
Information Extraction
Text Mining
Metrics
H-Index
i10 Index
Citation Counts
40
68
7,697
* Total H IndexRankings
Ranking Based On Selection :11
Yury Makarychev
Theoretical Computer Science
Approximation Algorithms
Combinatorial Optimization
Beyond Worst-Case Analysis
Metric Geometry
Metrics
H-Index
i10 Index
Citation Counts
32
49
2,811
* Total H IndexRankings
Ranking Based On Selection :13
Hongyang Zhang|张弘扬
Machine Learning
AI Security & Privacy
Inference Acceleration
World Models
Metrics
H-Index
i10 Index
Citation Counts
28
43
5,165
* Total H IndexRankings
Ranking Based On Selection :14
Steve Hanneke
Learning Theory
Statistics
Artificial Intelligence
Metrics
H-Index
i10 Index
Citation Counts
28
55
4,162
* Total H IndexRankings
Ranking Based On Selection :16
Suriya Gunasekar
Language Models
Machine learning and optimization
Metrics
H-Index
i10 Index
Citation Counts
26
32
5,485
* Total H IndexRankings
Ranking Based On Selection :20
Hamed Jabbari Asl
Robotics
vision-based control
Metrics
H-Index
i10 Index
Citation Counts
19
30
1,093
* Total H IndexRankings
Ranking Based On Selection :22
Brahim Benaissa
Data
Inverse Problems
Engineering Design
YUKI algorithm
Metrics
H-Index
i10 Index
Citation Counts
18
28
1,043
* Total H IndexRankings
Ranking Based On Selection :23
Gal Vardi
Machine Learning
Learning Theory
Deep Learning Theory
Metrics
H-Index
i10 Index
Citation Counts
18
21
843
* Total H IndexRankings
Ranking Based On Selection :24
Shubham Toshniwal
Natural Language Processing
Language Models
Speech Recognition
Metrics
H-Index
i10 Index
Citation Counts
18
19
2,558
* Total H IndexRankings
Ranking Based On Selection :25
Ali Vakilian
Sublinear Algorithms
Algorithmic Fairness
Learning-Augmented Algorithms
Metrics
H-Index
i10 Index
Citation Counts
18
25
1,171
* Total H Index Rankings
Rankings
Ranking Based On Selection: 1
Avrim Blum
Metrics
H-Index
i10-Index
Citation Counts
81
178
42,087
Theoretical Computer Science
Machine Learning
Approximation Algorithms
Algorithmic Game Theory
Privacy
* Total H Index Rankings
Rankings
Ranking Based On Selection: 2
Nathan Srebro
Metrics
H-Index
i10-Index
Citation Counts
76
162
35,447
* Total H Index Rankings
Rankings
Ranking Based On Selection: 3
David Mcallester
Metrics
H-Index
i10-Index
Citation Counts
67
118
42,589
Artificial Intelligence
Machine Learning
Computer Vision
Programming Languages
Formal Methods
* Total H Index Rankings
Rankings
Ranking Based On Selection: 4
Matthew Turk
Metrics
H-Index
i10-Index
Citation Counts
62
138
44,802
Computer Vision
Human-Computer Interaction
Augmented Reality
Computational Photography
Mobile Computing
* Total H Index Rankings
Rankings
Ranking Based On Selection: 5
Jinbo Xu
Metrics
H-Index
i10-Index
Citation Counts
55
108
16,312
Machine Learning
Algorithm and Optimization
Computational Biology
* Total H Index Rankings
Rankings
Ranking Based On Selection: 6
Karen Livescu
Metrics
H-Index
i10-Index
Citation Counts
54
117
14,446
* Total H Index Rankings
Rankings
Ranking Based On Selection: 7
Kevin Gimpel
Metrics
H-Index
i10-Index
Citation Counts
47
92
29,829
* Total H Index Rankings
Rankings
Ranking Based On Selection: 8
Greg Shakhnarovich
Metrics
H-Index
i10-Index
Citation Counts
46
73
15,885
* Total H Index Rankings
Rankings
Ranking Based On Selection: 9
Karthik Sridharan
Metrics
H-Index
i10-Index
Citation Counts
43
68
8,866
Learning Theory
Machine Learning
Optimization
Reinforcement Learning
* Total H Index Rankings
Rankings
Ranking Based On Selection: 10
Makoto Miwa
Metrics
H-Index
i10-Index
Citation Counts
40
68
7,697
Natural Language Processing
Artificial Intelligence
Information Extraction
Text Mining
* Total H Index Rankings
Rankings
Ranking Based On Selection: 11
Yury Makarychev
Metrics
H-Index
i10-Index
Citation Counts
32
49
2,811
Theoretical Computer Science
Approximation Algorithms
Combinatorial Optimization
Beyond Worst-Case Analysis
Metric Geometry
* Total H Index Rankings
Rankings
Ranking Based On Selection: 12
Weiran Wang
Metrics
H-Index
i10-Index
Citation Counts
29
47
4,135
* Total H Index Rankings
Rankings
Ranking Based On Selection: 13
Hongyang Zhang|张弘扬
Metrics
H-Index
i10-Index
Citation Counts
28
43
5,165
Machine Learning
AI Security & Privacy
Inference Acceleration
World Models
* Total H Index Rankings
Rankings
Ranking Based On Selection: 14
Steve Hanneke
Metrics
H-Index
i10-Index
Citation Counts
28
55
4,162
Learning Theory
Statistics
Artificial Intelligence
* Total H Index Rankings
Rankings
Ranking Based On Selection: 15
Sasaki Yutaka
Metrics
H-Index
i10-Index
Citation Counts
28
48
2,624
* Total H Index Rankings
Rankings
Ranking Based On Selection: 16
Suriya Gunasekar
Metrics
H-Index
i10-Index
Citation Counts
26
32
5,485
Language Models
Machine learning and optimization
* Total H Index Rankings
Rankings
Ranking Based On Selection: 17
Madhur Tulsiani
Metrics
H-Index
i10-Index
Citation Counts
24
36
1,884
* Total H Index Rankings
Rankings
Ranking Based On Selection: 18
Saeed Seddighin
Metrics
H-Index
i10-Index
Citation Counts
19
30
1,210
* Total H Index Rankings
Rankings
Ranking Based On Selection: 19
Blake Woodworth
Metrics
H-Index
i10-Index
Citation Counts
19
26
3,671
* Total H Index Rankings
Rankings
Ranking Based On Selection: 20
Hamed Jabbari Asl
Metrics
H-Index
i10-Index
Citation Counts
19
30
1,093
* Total H Index Rankings
Rankings
Ranking Based On Selection: 21
Filip Hanzely
Metrics
H-Index
i10-Index
Citation Counts
19
19
1,901
* Total H Index Rankings
Rankings
Ranking Based On Selection: 22
Brahim Benaissa
Metrics
H-Index
i10-Index
Citation Counts
18
28
1,043
Data
Inverse Problems
Engineering Design
YUKI algorithm
* Total H Index Rankings
Rankings
Ranking Based On Selection: 23
Gal Vardi
Metrics
H-Index
i10-Index
Citation Counts
18
21
843
Machine Learning
Learning Theory
Deep Learning Theory
* Total H Index Rankings
Rankings
Ranking Based On Selection: 24
Shubham Toshniwal
Metrics
H-Index
i10-Index
Citation Counts
18
19
2,558
Natural Language Processing
Language Models
Speech Recognition
* Total H Index Rankings
Rankings
Ranking Based On Selection: 25
Ali Vakilian
Metrics
H-Index
i10-Index
Citation Counts
18
25
1,171
Sublinear Algorithms
Algorithmic Fairness
Learning-Augmented Algorithms