| 2009 |
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| 68 | Veritas: Combining Expert Opinions without Labeled Data. Sharath R. Cholleti, Sally A. Goldman, Avrim Blum, David G. Politte, Steven Don, Kirk Smith, Fred Prior. International Journal on Artificial Intelligence Tools (18): 633-651 (2009). Web SearchBibTeXDownload |
| 2008 |
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| 67 | Image segmentation evaluation: A survey of unsupervised methods. Hui Zhang, Jason E. Fritts, Sally A. Goldman. Computer Vision and Image Understanding (110): 260-280 (2008). Web SearchBibTeXDownload |
| 66 | Veritas: Combining Expert Opinions without Labeled Data. Sharath R. Cholleti, Sally A. Goldman, Avrim Blum, David G. Politte, Steven Don, Kirk Smith, Fred Prior. ICTAI (1) 2008, 45-52. Web SearchBibTeXDownload |
| 65 | Localized Content-Based Image Retrieval. Rouhollah Rahmani, Sally A. Goldman, Hui Zhang, Sharath R. Cholleti, Jason E. Fritts. IEEE Trans. Pattern Anal. Mach. Intell. (30): 1902-1912 (2008). Web SearchBibTeXDownload |
| 2006 |
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| 64 | Local image representations using pruned salient points with applications to CBIR. Hui Zhang, Rouhollah Rahmani, Sharath R. Cholleti, Sally A. Goldman. ACM Multimedia 2006, 287-296. Web SearchBibTeXDownload |
| 63 | Meta-Evaluation of Image Segmentation Using Machine Learning. Hui Zhang, Sharath R. Cholleti, Sally A. Goldman, Jason E. Fritts. CVPR (1) 2006, 1138-1145. Web SearchBibTeXDownload |
| 62 | Image Segmentation using Salient Points-Based Object Templates. Hui Zhang, Sally A. Goldman. ICIP 2006, 765-768. Web SearchBibTeXDownload |
| 61 | MISSL: multiple-instance semi-supervised learning. Rouhollah Rahmani, Sally A. Goldman. ICML 2006, 705-712. Web SearchBibTeXDownload |
| 60 | MI-Winnow: A New Multiple-Instance Learning Algorithm. Sharath R. Cholleti, Sally A. Goldman, Rouhollah Rahmani. ICTAI 2006, 336-346. Web SearchBibTeXDownload |
| 59 | Real-valued multiple-instance learning with queries. Daniel R. Dooly, Sally A. Goldman, Stephen Kwek. J. Comput. Syst. Sci. (72): 1-15 (2006). Web SearchBibTeXDownload |
| 2005 |
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| 58 | Special Issue: Learning Theory 2003. Sally A. Goldman. J. Comput. Syst. Sci. (71): 249 (2005). Web SearchBibTeXDownload |
| 57 | Localized content based image retrieval. Rouhollah Rahmani, Sally A. Goldman, Hui Zhang, John Krettek, Jason E. Fritts. Multimedia Information Retrieval 2005, 227-236. Web SearchBibTeXDownload |
| 2004 |
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| 56 | Democratic Co-Learning. Yan Zhou, Sally A. Goldman. ICTAI 2004, 594-602. Web SearchBibTeXDownload |
| 55 | An entropy-based objective evaluation method for image segmentation. Hui Zhang, Jason E. Fritts, Sally A. Goldman. Storage and Retrieval Methods and Applications for Multimedia 2004, 38-49. Web SearchBibTeXDownload |
| 2003 |
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| 54 | Multiple-Instance Learning of Real-Valued Geometric Patterns. Sally A. Goldman, Stephen D. Scott. Ann. Math. Artif. Intell. (39): 259-290 (2003). Web SearchBibTeXDownload |
| 53 | Learning from examples with unspecified attribute values. Sally A. Goldman, Stephen Kwek, Stephen D. Scott. Inf. Comput. (180): 82-100 (2003). Web SearchBibTeXDownload |
| 2002 |
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| 52 | Content-Based Image Retrieval Using Multiple-Instance Learning. Qi Zhang, Sally A. Goldman, Wei Yu, Jason E. Fritts. ICML 2002, 682-689. Web SearchBibTeX |
| 51 | Special Issue on COLT 2000 - Guest Editor's Foreword. Sally A. Goldman. J. Comput. Syst. Sci. (64): 1 (2002). Web SearchBibTeXDownload |
| 50 | Multiple-Instance Learning of Real-Valued Data. Robert A. Amar, Daniel R. Dooly, Sally A. Goldman, Robert A. Amar. Journal of Machine Learning Research (3): 651-678 (2002). Web SearchBibTeXDownload |
| 49 | On learning unions of pattern languages and tree patterns in the mistake bound model. Sally A. Goldman, Stephen Kwek. Theor. Comput. Sci. (288): 237-254 (2002). Web SearchBibTeXDownload |
| 2001 |
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| 48 | Real-Valued Multiple-Instance Learning with Queries. Daniel R. Dooly, Sally A. Goldman, Stephen Kwek. ALT 2001, 167-180. Web SearchBibTeXDownload |
| 47 | Multiple-Instance Learning of Real-Valued Data. Robert A. Amar, Daniel R. Dooly, Sally A. Goldman, Robert A. Amar. ICML 2001, 3-10. Web SearchBibTeX |
| 46 | On-line analysis of the TCP acknowledgment delay problem. Daniel R. Dooly, Sally A. Goldman, Stephen D. Scott. J. ACM (48): 243-273 (2001). Web SearchBibTeXDownload |
| 45 | Agnostic Learning of Geometric Patterns. Sally A. Goldman, Stephen Kwek, Stephen D. Scott. J. Comput. Syst. Sci. (62): 123-151 (2001). Web SearchBibTeXDownload |
| 44 | EM-DD: An Improved Multiple-Instance Learning Technique. Qi Zhang, Sally A. Goldman. NIPS 2001, 1073-1080. Web SearchBibTeXDownload |
| 2000 |
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| 43 | Enhancing Supervised Learning with Unlabeled Data. Sally A. Goldman, Yan Zhou. ICML 2000, 327-334. Web SearchBibTeX |
| 42 | Online Scheduling with Hard Deadlines. Sally A. Goldman, Jyoti Parwatikar, Subhash Suri. J. Algorithms (34): 370-389 (2000). Web SearchBibTeXDownload |
| 1999 |
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| 41 | On Learning Unions of Pattern Languages and Tree Patterns. Sally A. Goldman, Stephen Kwek. ATL 1999, 347-363. Web SearchBibTeXDownload |
| 40 | A Theoretical and Empirical Study of a Noise-Tolerant Algorithm to Learn Geometric Patterns. Sally A. Goldman, Stephen D. Scott. Machine Learning (37): 5-49 (1999). Web SearchBibTeXDownload |
| 1998 |
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| 39 | Noise-Tolerant Parallel Learning of Geometric Concepts. Nader H. Bshouty, Sally A. Goldman, H. David Mathias. Inf. Comput. (147): 89-110 (1998). Web SearchBibTeXDownload |
| 38 | Noise-Tolerant Distribution-Free Learning of General Geometric Concepts. Nader H. Bshouty, Sally A. Goldman, H. David Mathias, Subhash Suri, Hisao Tamaki. J. ACM (45): 863-890 (1998). Web SearchBibTeXDownload |
| 37 | Learning with Unreliable Boundary Queries. Avrim Blum, Prasad Chalasani, Sally A. Goldman, Donna K. Slonim. J. Comput. Syst. Sci. (56): 209-222 (1998). Web SearchBibTeXDownload |
| 36 | Exact Learning of Discretized Geometric Concepts. Nader H. Bshouty, Paul W. Goldberg, Sally A. Goldman, H. David Mathias. SIAM J. Comput. (28): 674-699 (1998). Web SearchBibTeXDownload |
| 35 | TCP Dynamic Acknowledgment Delay: Theory and Practice (Extended Abstract). Daniel R. Dooly, Sally A. Goldman, Stephen D. Scott. STOC 1998, 389-398. Web SearchBibTeXDownload |
| 1997 |
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| 34 | Agnostic Learning of Geometric Patterns (Extended Abstract). Sally A. Goldman, Stephen Kwek, Stephen D. Scott. COLT 1997, 325-333. Web SearchBibTeXDownload |
| 33 | Learning from Examples with Unspecified Attribute Values (Extended Abstract). Sally A. Goldman, Stephen Kwek, Stephen D. Scott. COLT 1997, 231-242. Web SearchBibTeXDownload |
| 32 | On-line Scheduling with Hard Deadlines (Extended Abstract). Sally A. Goldman, Jyoti Parwatikar, Subhash Suri. WADS 1997, 258-271. Web SearchBibTeXDownload |
| 1996 |
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| 31 | A Theoretical and Empirical Study of a Noise-Tolerant Algorithm to Learn Geormetric Patterns. Sally A. Goldman, Stephen D. Scott. ICML 1996, 191-199. Web SearchBibTeX |
| 30 | Asking Questions to Minimize Errors. Nader H. Bshouty, Sally A. Goldman, Thomas R. Hancock, Sleiman Matar. J. Comput. Syst. Sci. (52): 268-286 (1996). Web SearchBibTeXDownload |
| 29 | Teaching a Smarter Learner. Sally A. Goldman, H. David Mathias. J. Comput. Syst. Sci. (52): 255-267 (1996). Web SearchBibTeXDownload |
| 28 | Learning from a Consistently Ignorant Teacher. Michael Frazier, Sally A. Goldman, Nina Mishra, Leonard Pitt. J. Comput. Syst. Sci. (52): 471-492 (1996). Web SearchBibTeXDownload |
| 27 | PAC Learning of One-Dimensional Patterns. Paul W. Goldberg, Sally A. Goldman, Stephen D. Scott. Machine Learning (25): 51-70 (1996). Web SearchBibTeXDownload |
| 26 | Noise-Tolerant Distribution-Free Learning of General Geometric Concepts. Nader H. Bshouty, Sally A. Goldman, H. David Mathias, Subhash Suri, Hisao Tamaki. STOC 1996, 151-160. Web SearchBibTeXDownload |
| 1995 |
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| 25 | Can PAC Learning Algorithms Tolerate Random Attribute Noise?. Sally A. Goldman, Robert H. Sloan. Algorithmica (14): 70-84 (1995). Web SearchBibTeXDownload |
| 24 | Noise-Tolerant Parallel Learning of Geometric Concepts. Nader H. Bshouty, Sally A. Goldman, H. David Mathias. COLT 1995, 345-352. Web SearchBibTeXDownload |
| 23 | Learning with Unreliable Boundary Queries. Avrim Blum, Prasad Chalasani, Sally A. Goldman, Donna K. Slonim. COLT 1995, 98-107. Web SearchBibTeXDownload |
| 22 | On the Sample Complexity of Weakly Learning. Sally A. Goldman, Michael J. Kearns, Robert E. Schapire. Inf. Comput. (117): 276-287 (1995). Web SearchBibTeXDownload |
| 21 | On the Complexity of Teaching. Sally A. Goldman, Michael J. Kearns. J. Comput. Syst. Sci. (50): 20-31 (1995). Web SearchBibTeXDownload |
| 20 | Guest Editor's Introduction. Sally A. McKee, Saumya K. Debray, Manuel V. Hermenegildo, Michael J. Maher. Machine Learning (18): 127-129 (1995). Web SearchBibTeXDownload |
| 19 | Learning Binary Relations Using Weighted Majority Voting. Sally A. Goldman, Manfred K. Warmuth. Machine Learning (20): 245-271 (1995). Web SearchBibTeXDownload |
| 1994 |
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| 18 | Learning from a Consistently Ignorant Teacher. Michael Frazier, Sally A. Goldman, Nina Mishra, Leonard Pitt. COLT 1994, 328-339. Web SearchBibTeXDownload |
| 17 | Learning One-Dimensional Geometric Patterns Under One-Sided Random Misclassification Noise. Paul W. Goldberg, Sally A. Goldman. COLT 1994, 246-255. Web SearchBibTeXDownload |
| 16 | Learning Unions of Boxes with Membership and Equivalence Queries. Paul W. Goldberg, Sally A. Goldman, H. David Mathias. COLT 1994, 198-207. Web SearchBibTeXDownload |
| 15 | The Power of Self-Directed Learning. Sally A. Goldman, Robert H. Sloan. Machine Learning (14): 271-294 (1994). Web SearchBibTeXDownload |
| 1993 |
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| 14 | Learning Binary Relations Using Weighted Majority Voting. Sally A. Goldman, Manfred K. Warmuth. COLT 1993, 453-462. Web SearchBibTeXDownload |
| 13 | Asking Questions to Minimize Errors. Nader H. Bshouty, Sally A. Goldman, Thomas R. Hancock, Sleiman Matar. COLT 1993, 41-50. Web SearchBibTeXDownload |
| 12 | Teaching a Smart Learner. Sally A. Goldman, H. David Mathias. COLT 1993, 67-76. Web SearchBibTeXDownload |
| 11 | Exact Identification of Read-Once Formulas Using Fixed Points of Amplification Functions. Sally A. Goldman, Michael J. Kearns, Robert E. Schapire. SIAM J. Comput. (22): 705-726 (1993). Web SearchBibTeXDownload |
| 10 | Learning Binary Relations and Total Orders. Sally A. Goldman, Ronald L. Rivest, Robert E. Schapire. SIAM J. Comput. (22): 1006-1034 (1993). Web SearchBibTeXDownload |
| 1992 |
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| 9 | Learning k-Term DNF Formulas with an Incomplete Membership Oracle. Sally A. Goldman, H. David Mathias. COLT 1992, 77-84. Web SearchBibTeXDownload |
| 1991 |
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| 8 | On the Complexity of Teaching. Sally A. Goldman, Michael J. Kearns. COLT 1991, 303-314. Web SearchBibTeXDownload |
| 1990 |
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| 7 | Exact Identification of Circuits Using Fixed Points of Amplification Functions (Abstract). Sally A. Goldman, Michael J. Kearns, Robert E. Schapire. COLT 1990, 388. Web SearchBibTeXDownload |
| 6 | On the Sample Complexity of Weak Learning. Sally A. Goldman, Michael J. Kearns, Robert E. Schapire. COLT 1990, 217-231. Web SearchBibTeXDownload |
| 5 | Exact Identification of Circuits Using Fixed Points of Amplification Functions (Extended Abstract). Sally A. Goldman, Michael J. Kearns, Robert E. Schapire. FOCS 1990, 193-202. Web SearchBibTeXDownload |
| 1989 |
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| 4 | Learning Binary Relations and Total Orders (Extended Abstract). Sally A. Goldman, Ronald L. Rivest, Robert E. Schapire. FOCS 1989, 46-51. Web SearchBibTeXDownload |
| 3 | A Space Efficient Greedy Triangulation Algorithm. Sally A. Goldman. Inf. Process. Lett. (31): 191-196 (1989). Web SearchBibTeXDownload |
| 1986 |
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| 2 | A non-iterative maximum entropy algorithm. Sally A. Goldman, Ronald L. Rivest. UAI 1986, 133-148. Web SearchBibTeXDownload |
| 1985 |
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| 1 | ISIS: Interface for a Semantic Information System. Kenneth J. Goldman, Sally A. Goldman, Paris C. Kanellakis, Stanley B. Zdonik. SIGMOD Conference 1985, 328-342. Web SearchBibTeX |
