Scholarly Index

Machine Learning and Algorithms

Lifetime World Top1000 Scholar ranking for Machine Learning and Algorithms.

World rank	Scholar	Impact score	Total citations	Total publications
1	David Haussler	99.87	206,168	519
2	Michael I. Jordan	99.87	147,566	633
3	Zhi‐Hua Zhou	99.78	53,583	436
4	Sebastian Thrun	99.62	92,065	329
5	Robert E. Schapire	99.52	96,811	173
6	Avrim Blum	99.49	25,602	215
7	Andrew Y. Ng	99.47	113,950	242
8	Michael Kearns	99.43	16,083	199
9	C. Lee Giles	99.41	36,245	587
10	Zoubin Ghahramani	99.38	40,865	249
11	Dan Roth	99.37	25,690	543
12	William W. Cohen	99.34	28,937	313
13	Pedro Domingos	99.34	37,929	222
14	Daphne Koller	99.31	50,719	259
15	Bernhard Schölkopf	99.31	108,987	867
16	Noga Alon	99.26	33,974	694
17	Yishay Mansour	99.25	17,552	274
18	Andreas Krause	99.24	26,320	322
19	Thorsten Joachims	99.24	38,217	178
20	John Shawe‐Taylor	99.20	30,136	404
21	Peter L. Bartlett	99.14	18,993	250
22	Michael L. Littman	99.11	31,026	257
23	Yoshua Bengio	99.09	295,710	476
24	Mihalis Yannakakis	99.08	27,347	232
25	Yoram Singer	99.07	39,025	135
26	Manfred K. Warmuth	99.07	15,320	174
27	Ronald L. Rivest	99.04	64,772	218
28	Tom M. Mitchell	99.02	45,366	227
29	Steven C. H. Hoi	99.00	25,144	317
30	Oded Goldreich	98.99	31,496	305
31	Leslie G. Valiant	98.96	29,246	118
32	Judea Pearl	98.93	40,434	305
33	Sham M. Kakade	98.75	14,974	148
34	Tommi Jaakkola	98.75	35,846	221
35	Avi Wigderson	98.71	26,386	333
36	Qiang Yang	98.71	93,843	1,037
37	Mehryar Mohri	98.69	14,660	209
38	John Langford	98.63	25,314	134
39	Andrew McCallum	98.60	45,103	249
40	Raymond J. Mooney	98.58	26,525	222
41	Masashi Sugiyama	98.50	16,257	664
42	Xiaojin Zhu	98.49	17,939	174
43	Robert D. Nowak	98.43	22,648	274
44	Russell Impagliazzo	98.40	14,512	180
45	Manuela Veloso	98.36	21,404	524
46	Shie Mannor	98.36	14,980	295
47	Foster Provost	98.33	17,606	207
48	Andrew R. Barron	98.33	29,375	685
49	Dana Angluin	98.31	14,479	103
50	Gábor Lugosi	98.31	7,303	168