X
Search Filters
Format Format
Format Format
X
Sort by Item Count (A-Z)
Filter by Count
Journal Article (1208) 1208
Conference Proceeding (880) 880
Publication (140) 140
Book Chapter (29) 29
Dissertation (8) 8
Magazine Article (4) 4
Book / eBook (2) 2
Technical Report (1) 1
more...
Subjects Subjects
Subjects Subjects
X
Sort by Item Count (A-Z)
Filter by Count
multi-task learning (1027) 1027
multitask learning (411) 411
computer science, artificial intelligence (353) 353
engineering, electrical & electronic (312) 312
training (293) 293
algorithms (286) 286
feature extraction (264) 264
neural networks (258) 258
task analysis (247) 247
machine learning (242) 242
learning (240) 240
classification (208) 208
deep learning (203) 203
analysis (198) 198
artificial intelligence (177) 177
computer science (173) 173
computer science, information systems (159) 159
multitasking (140) 140
index medicus (135) 135
optimization (126) 126
neuronales netzwerk (116) 116
transfer learning (110) 110
data mining (104) 104
regression (100) 100
humans (96) 96
data models (95) 95
tasks (95) 95
multi-task (89) 89
usage (84) 84
visualization (84) 84
support vector machines (83) 83
computer science, software engineering (78) 78
correlation (76) 76
mathematical models (76) 76
regularization (74) 74
predictive models (73) 73
semantics (72) 72
automation & control systems (71) 71
acoustics (67) 67
convolutional neural network (67) 67
speech recognition (66) 66
model (65) 65
research (65) 65
computational modeling (64) 64
hidden markov models (64) 64
convolutional neural networks (62) 62
telecommunications (60) 60
speech (59) 59
pattern recognition (57) 57
artificial neural networks (56) 56
computer science, theory & methods (55) 55
kernel (55) 55
representations (55) 55
feature selection (54) 54
multiple tasks (54) 54
recognition (53) 53
face recognition (52) 52
training data (52) 52
computer science, interdisciplinary applications (51) 51
computer simulation (51) 51
estimation (51) 51
learning systems (51) 51
image classification (50) 50
selection (50) 50
sparse representation (50) 50
maschinelles lernen (47) 47
models (47) 47
robustness (47) 47
algorithm (46) 46
images (46) 46
image segmentation (45) 45
vectors (45) 45
article (44) 44
face (44) 44
remote sensing (44) 44
neurosciences (43) 43
methods (42) 42
imaging science & photographic technology (41) 41
clustering (40) 40
deep neural networks (40) 40
framework (40) 40
multitask (40) 40
alzheimer's disease (39) 39
features (39) 39
adaptation models (38) 38
deep neural network (38) 38
multitask-betrieb (37) 37
databases (36) 36
image processing (36) 36
object recognition (36) 36
convergence (35) 35
dictionaries (35) 35
prediction (35) 35
signal processing (35) 35
accuracy (34) 34
female (34) 34
male (34) 34
studies (34) 34
linear programming (33) 33
mathematical analysis (33) 33
more...
Language Language
Publication Date Publication Date
Click on a bar to filter by decade
Slide to change publication date range


Journal of Machine Learning Research, ISSN 1532-4435, 07/2009, Volume 10, pp. 1633 - 1685
The reinforcement learning paradigm is a popular way to address problems that have only limited environmental feedback, rather than correctly labeled examples,... 
Transfer learning | Multi-task learning | Reinforcement learning | transfer learning | multi-task learning | FRAMEWORK | COMPOSING SOLUTIONS | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | reinforcement learning
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 12/2018, Volume 40, Issue 12, pp. 2935 - 2947
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 08/2008, Volume 9, pp. 1757 - 1774
We consider the problem of learning accurate models from multiple sources of "nearby" data. Given distinct samples from multiple data sources and estimates of... 
Error bounds | Multi-task learning | multi-task learning | MODEL | error bounds | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 02/2016, Volume 38, Issue 2, pp. 266 - 278
Journal Article
International Journal of Computer Vision, ISSN 0920-5691, 1/2013, Volume 101, Issue 2, pp. 367 - 383
Journal Article
Knowledge-Based Systems, ISSN 0950-7051, 10/2019, p. 105137
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 08/2018, Volume 19
We show a Talagrand-type concentration inequality for Multi-Task Learning (MTL), with which we establish sharp excess risk bounds for MTL in terms of the Local... 
Local Rademacher Complexity | Multi-task Learning | Excess Risk Bounds | INEQUALITIES | BOUNDS | ALGORITHM | RISK | ERROR | MODEL | MULTIPLE TASKS | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Journal of Machine Learning Research, ISSN 1533-7928, 2005, Volume 6, pp. 615 - 637
We study the problem of learning many related tasks simultaneously using kernel methods and regularization. The standard single-task kernel methods, such as... 
Kernels | Learning algorithms | Multi-task learning | Regularization | Vector-valued functions | multi-task learning | vector-valued functions | learning algorithms | BIAS | regularization | kernels | MODEL | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 07/2015, Volume 63, Issue 13, pp. 3285 - 3300
Journal Article
IEEE Transactions on Image Processing, ISSN 1057-7149, 06/2015, Volume 24, Issue 6, pp. 1867 - 1878
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 02/2017, Volume 39, Issue 2, pp. 227 - 241
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 03/2015, Volume 16, pp. 617 - 652
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 06/2012, Volume 13, pp. 1865 - 1890
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 11/2018, Volume 40, Issue 11, pp. 2597 - 2609
Journal Article
No results were found for your search.

Cannot display more than 1000 results, please narrow the terms of your search.