메뉴 건너뛰기




Volumn 2375, Issue , 2002, Pages 287-302

On the proper learning of axis parallel concepts

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; APPROXIMATION ALGORITHMS; BINARY TREES; DECISION TREES; EQUIVALENCE CLASSES; FORESTRY; POLYNOMIAL APPROXIMATION; POLYNOMIALS; TREES (MATHEMATICS);

EID: 55249127295     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/3-540-45435-7_20     Document Type: Conference Paper
Times cited : (2)

References (27)
  • 1
    • 0000710299 scopus 로고
    • Queries and concept learning
    • [A88]
    • [A88] D. Angluin. Queries and concept learning. Machine Learning, 319-342, 1988.
    • (1988) Machine Learning , pp. 319-342
    • Angluin, D.1
  • 2
    • 0031119485 scopus 로고    scopus 로고
    • The hardness of approximate optima in lattices, codes, and systems of linear equations
    • [ABSS97]
    • [ABSS97] S. Arora, L. Babai, J. Stern, Z. Sweedyk. The hardness of approximate optima in lattices, codes, and systems of linear equations. JCSS, 43, 317-331, 1997.
    • (1997) JCSS , vol.43 , pp. 317-331
    • Arora, S.1    Babai, L.2    Stern, J.3    Sweedyk, Z.4
  • 3
    • 2342490453 scopus 로고    scopus 로고
    • Learning functions represented as multiplicity automata
    • [BBBKV00]
    • [BBBKV00] A. Beimel, F. Bergadano, N. H. Bshouty, E. Kushilevitz, S. Varricchio. Learning functions represented as multiplicity automata. JACM 47(3): 506-530, 2000.
    • (2000) JACM , vol.47 , Issue.3 , pp. 506-530
    • Beimel, A.1    Bergadano, F.2    Bshouty, N.H.3    Kushilevitz, E.4    Varricchio, S.5
  • 4
    • 2342543752 scopus 로고    scopus 로고
    • Learning boxes in high dimension
    • [BK98]
    • [BK98] A. Beimel and E. Kushilevitz. Learning boxes in high dimension. Algorithmica, 22(1/2):76-90, 1998.
    • (1998) Algorithmica , vol.22 , Issue.1-2 , pp. 76-90
    • Beimel, A.1    Kushilevitz, E.2
  • 5
    • 0030675155 scopus 로고    scopus 로고
    • A composition theorem for learning algorithms with applications to geometric concept classes
    • [BBK97]
    • [BBK97] S. Ben-David, N. H. Bshouty, E. Kushilevitz. A composition theorem for learning algorithms with applications to geometric concept classes. 29th STOC, 1997.
    • (1997) 29th STOC
    • Ben-David, S.1    Bshouty, N.H.2    Kushilevitz, E.3
  • 6
    • 0029725149 scopus 로고    scopus 로고
    • Learning sat-k-DNF formulas from membership queries
    • [BCV96]
    • [BCV96] F. Bergadano, D. Catalano, S. Varricchio. Learning sat-k-DNF formulas from membership queries. In 28th STOC, pp 126-130, 1996.
    • (1996) 28th STOC , pp. 126-130
    • Bergadano, F.1    Catalano, D.2    Varricchio, S.3
  • 8
    • 58149319164 scopus 로고
    • Exact learning of boolean functions via the monotone theory
    • [Bs95]
    • [Bs95] N. H. Bshouty, Exact learning of boolean functions via the monotone theory. Information and Computation, 123, pp. 146-153, 1995.
    • (1995) Information and Computation , vol.123 , pp. 146-153
    • Bshouty, N.H.1
  • 11
    • 0030165961 scopus 로고    scopus 로고
    • Oracles and queries that are sufficient for exact learning
    • [BCG96]
    • [BCG96] N. H. Bshouty, R. Cleve, R. Gavalda, S. Kannan, C. Tamon. Oracles and queries that are sufficient for exact learning. JCSS 52(3): pp. 421-433, 1996.
    • (1996) JCSS , vol.52 , Issue.3 , pp. 421-433
    • Bshouty, N.H.1    Cleve, R.2    Gavalda, R.3    Kannan, S.4    Tamon, C.5
  • 13
    • 0030605367 scopus 로고    scopus 로고
    • The bounded injury priority method and the learnability of unions of rectangles
    • [CH96]
    • [CH96] Z. Chen and W. Homer. The bounded injury priority method and the learnability of unions of rectangles. Annals of Pure and Applied Logic 77(2):143-168, 1996.
    • (1996) Annals of Pure and Applied Logic , vol.77 , Issue.2 , pp. 143-168
    • Chen, Z.1    Homer, W.2
  • 14
    • 0011618109 scopus 로고
    • On-line learning of rectangles and unions of rectangles
    • [CM94]
    • [CM94] Z. Chen, W. Maass. On-line learning of rectangles and unions of rectangles, Machine Learning, 17(1/2), pages 201-223, 1994.
    • (1994) Machine Learning , vol.17 , Issue.1-2 , pp. 201-223
    • Chen, Z.1    Maass, W.2
  • 15
    • 0026139016 scopus 로고
    • Rectangular partition is polynomial in two dimensions but NP-complete in three
    • [DK91]
    • [DK91] V. J. Dielissen, A. Kaldewaij. Rectangular partition is polynomial in two dimensions but NP-complete in three. In IPL, pages 1-6, 1991.
    • (1991) IPL , pp. 1-6
    • Dielissen, V.J.1    Kaldewaij, A.2
  • 16
    • 0006687125 scopus 로고
    • Performance guarantees on a sweep-line heuristic for covering rectilinear polygons with rectangles
    • [Fr89]
    • [Fr89] D. Franzblau. Performance guarantees on a sweep-line heuristic for covering rectilinear polygons with rectangles. SIAM J. on Discrete Math 2, 307-321, 1989.
    • (1989) SIAM J. on Discrete Math , vol.2 , pp. 307-321
    • Franzblau, D.1
  • 20
    • 0343924517 scopus 로고
    • On twodimensional data organization II
    • [LLLMP79]
    • [LLLMP79] W. Lipski, Jr., E. Lodi, F. Luccio, C. Mugnai and L. Pagli. On twodimensional data organization II. In Fund. Inform. 2, pages 245-260, 1979.
    • (1979) Fund. Inform. , vol.2 , pp. 245-260
    • Lipski, W.1    Lodi, E.2    Luccio, F.3    Mugnai, C.4    Pagli, L.5
  • 22
    • 0030282125 scopus 로고    scopus 로고
    • On the limits of proper learnability of subclasses of DNF formulas
    • [PR96]
    • [PR96] K. Pillaipakkamntt, V. Raghavan, On the limits of proper learnability of subclasses of DNF formulas, Machine Learning, 25(2/3), pages 237-263, 1996.
    • (1996) Machine Learning , vol.25 , Issue.2-3 , pp. 237-263
    • Pillaipakkamntt, K.1    Raghavan, V.2
  • 23
    • 0024092215 scopus 로고
    • Computational limitations on learning from examples
    • [PV88] October
    • [PV88] L. Pitt and L. G. Valiant. Computational Limitations on Learning from Examples. Journal of the ACM, 35(4):965-984, October 1988.
    • (1988) Journal of the ACM , vol.35 , Issue.4 , pp. 965-984
    • Pitt, L.1    Valiant, L.G.2
  • 26
    • 0021518106 scopus 로고
    • A theory of the learnable
    • [Val84] November
    • [Val84] L. Valiant. A theory of the learnable. Communications of the ACM, 27(11):1134-1142, November 1984.
    • (1984) Communications of the ACM , vol.27 , Issue.11 , pp. 1134-1142
    • Valiant, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.