| 2005 |
48 | | Cinda Heeren,
Leonard Pitt:
Maximal boasting.
KDD 2005: 580-585 |
| 2004 |
47 | | Haym Hirsh,
Nina Mishra,
Leonard Pitt:
Version spaces and the consistency problem.
Artif. Intell. 156(2): 115-138 (2004) |
| 2003 |
46 | | Joseph Elble,
Cinda Heeren,
Leonard Pitt:
Optimized Disjunctive Association Rules via Sampling.
ICDM 2003: 43-50 |
45 | | Cinda Heeren,
H. V. Jagadish,
Leonard Pitt:
Optimal indexing using near-minimal space.
PODS 2003: 244-251 |
| 2001 |
44 | | Nina Mishra,
Daniel Oblinger,
Leonard Pitt:
Sublinear time approximate clustering.
SODA 2001: 439-447 |
| 1999 |
43 | | Carlos Domingo,
Nina Mishra,
Leonard Pitt:
Efficient Read-Restricted Monotone CNF/DNF Dualization by Learning with Membership Queries.
Machine Learning 37(1): 89-110 (1999) |
| 1998 |
42 | | Stephen Kwek,
Leonard Pitt:
PAC Learning Intersections of Halfspaces with Membership Queries.
Algorithmica 22(1/2): 53-75 (1998) |
41 | | Howard Aizenstein,
Tibor Hegedüs,
Lisa Hellerstein,
Leonard Pitt:
Complexity Theoretic Hardness Results for Query Learning.
Computational Complexity 7(1): 19-53 (1998) |
40 | | Howard Aizenstein,
Avrim Blum,
Roni Khardon,
Eyal Kushilevitz,
Leonard Pitt,
Dan Roth:
On Learning Read-k-Satisfy-j DNF.
SIAM J. Comput. 27(6): 1515-1530 (1998) |
| 1997 |
39 | | Haym Hirsh,
Nina Mishra,
Leonard Pitt:
Version Spaces without Boundary Sets.
AAAI/IAAI 1997: 491-496 |
38 | | Leonard Pitt:
On Exploiting Knowledge and Concept Use in Learning Theory.
ALT 1997: 62-84 |
37 | | Nina Mishra,
Leonard Pitt:
Generating all Maximal Independent Sets of Bounded-Degree Hypergraphs.
COLT 1997: 211-217 |
36 | | David P. Helmbold,
Stephen Kwek,
Leonard Pitt:
Learning When to Trust Which Experts.
EuroCOLT 1997: 134-149 |
| 1996 |
35 | | Stephen Kwek,
Leonard Pitt:
PAC Learning Intersections of Halfspaces with Membership Queries (Extended Abstract).
COLT 1996: 244-254 |
34 | | Michael Frazier,
Sally A. Goldman,
Nina Mishra,
Leonard Pitt:
Learning from a Consistently Ignorant Teacher.
J. Comput. Syst. Sci. 52(3): 471-492 (1996) |
33 | | Michael Frazier,
Leonard Pitt:
Classic Learning.
Machine Learning 25(2-3): 151-193 (1996) |
| 1995 |
32 | | Howard Aizenstein,
Leonard Pitt:
On The Learnability Of Disjunctive Normal Form Formulas.
Machine Learning 19(3): 183-208 (1995) |
| 1994 |
31 | | Avrim Blum,
Roni Khardon,
Eyal Kushilevitz,
Leonard Pitt,
Dan Roth:
On Learning Read-k-Satisfy-j DNF.
COLT 1994: 110-117 |
30 | | Michael Frazier,
Leonard Pitt:
CLASSIC Learning.
COLT 1994: 23-34 |
29 | | Michael Frazier,
Sally A. Goldman,
Nina Mishra,
Leonard Pitt:
Learning from a Consistently Ignorant Teacher.
COLT 1994: 328-339 |
| 1993 |
28 | | Michael Frazier,
Leonard Pitt:
Learning From Entailment: An Application to Propositional Horn Sentences.
ICML 1993: 120-127 |
27 | | Leonard Pitt,
Manfred K. Warmuth:
The Minimum Consistent DFA Problem Cannot be Approximated within any Polynomial.
J. ACM 40(1): 95-142 (1993) |
| 1992 |
26 | | Howard Aizenstein,
Leonard Pitt:
Exact Learning of Read-k Disjoint DNF and Not-So-Disjoint DNF.
COLT 1992: 71-76 |
25 | | Howard Aizenstein,
Lisa Hellerstein,
Leonard Pitt:
Read-Thrice DNF Is Hard to Learn With Membership and Equivalence Queries
FOCS 1992: 523-532 |
24 | | Dan Gusfield,
Leonard Pitt:
A Bounded Approximation for the Minimum Cost 2-Sat Problem.
Algorithmica 8(2): 103-117 (1992) |
23 | | Dana Angluin,
Michael Frazier,
Leonard Pitt:
Learning Conjunctions of Horn Clauses.
Machine Learning 9: 147-164 (1992) |
22 | | Raymond A. Board,
Leonard Pitt:
On the Necessity of Occam Algorithms.
Theor. Comput. Sci. 100(1): 157-184 (1992) |
| 1991 |
21 | | Robert P. Daley,
Leonard Pitt,
Mahendran Velauthapillai,
Todd Will:
Relations Between Probabilistic and Team One-Shot Learners (Extended Abstract).
COLT 1991: 228-239 |
20 | | Howard Aizenstein,
Leonard Pitt:
Exact Learning of Read-Twice DNF Formulas (Extended Abstract)
FOCS 1991: 170-179 |
| 1990 |
19 | | Dana Angluin,
Michael Frazier,
Leonard Pitt:
Learning Conjunctions of Horn Clauses (Abstract).
COLT 1990: 387 |
18 | | Dana Angluin,
Michael Frazier,
Leonard Pitt:
Learning Conjunctions of Horn Clauses (Extended Abstract)
FOCS 1990: 186-192 |
17 | | Raymond A. Board,
Leonard Pitt:
On the Necessity of Occam Algorithms
STOC 1990: 54-63 |
16 | | Leonard Pitt,
Manfred K. Warmuth:
Prediction-Preserving Reducibility.
J. Comput. Syst. Sci. 41(3): 430-467 (1990) |
15 | | Leonard Pitt:
Introduction: Special Issue on Computational Learning Theory.
Machine Learning 5: 117-120 (1990) |
| 1989 |
14 | | Leonard Pitt:
Inductive Inference, DFAs, and Computational Complexity.
AII 1989: 18-44 |
13 | | Michael J. Kearns,
Leonard Pitt:
A Polynomial-Time Algorithm for Learning k-Variable Pattern Languages from Examples.
COLT 1989: 57-71 |
12 | | Leonard Pitt,
Manfred K. Warmuth:
The Minimum Consistent DFA Problem Cannot Be Approximated within any Polynomial
STOC 1989: 421-432 |
11 | | Leonard Pitt,
Manfred K. Warmuth:
The Minimum Consistent DFA Problem Cannot be Approximated within any Polynomial (abstract).
Structure in Complexity Theory Conference 1989: 230 |
10 | | Leonard Pitt:
Probabilistic inductive inference.
J. ACM 36(2): 383-433 (1989) |
9 | | Raymond A. Board,
Leonard Pitt:
Semi-Supervised Learning.
Machine Learning 4: 41-65 (1989) |
| 1988 |
8 | | Leonard Pitt,
Carl H. Smith:
Probability and Plurality for Aggregations of Learning Machines
Inf. Comput. 77(1): 77-92 (1988) |
7 | | Leonard Pitt,
Leslie G. Valiant:
Computational limitations on learning from examples.
J. ACM 35(4): 965-984 (1988) |
| 1987 |
6 | | Leonard Pitt,
Carl H. Smith:
Probability and Plurality for Aggregations of Learning Machines.
ICALP 1987: 1-10 |
5 | | Michael J. Kearns,
Ming Li,
Leonard Pitt,
Leslie G. Valiant:
On the Learnability of Boolean Formulae
STOC 1987: 285-295 |
4 | | Leonard Pitt:
A Note on Extending Knuth's Tree Estimator to Directed Acyclic Graphs.
Inf. Process. Lett. 24(3): 203-206 (1987) |
3 | | Leonard Pitt,
Robert E. Reinke:
Criteria for Polynomial-Time (Conceptual) Clustering.
Machine Learning 2(4): 371-396 (1987) |
| 1986 |
2 | | Dan Gusfield,
Leonard Pitt:
Equivalent Approximation Algorithms for Node Cover.
Inf. Process. Lett. 22(6): 291-294 (1986) |
| 1984 |
1 | | Leonard Pitt:
A Characterization of Probabilistic Inference
FOCS 1984: 485-494 |