-
1
-
-
0032361270
-
Complexity theoretic hardness results for query learning
-
A. AIZENSTEIN, T. HEGEDUS, L. HELLERSTEIN, AND L. PITT, Complexity theoretic hardness results for query learning, Comput. Complexity, 7 (1998), pp. 19-53.
-
(1998)
Comput. Complexity
, vol.7
, pp. 19-53
-
-
AIZENSTEIN, A.1
HEGEDUS, T.2
HELLERSTEIN, L.3
PITT, L.4
-
2
-
-
55249093639
-
Automatizability and learnability
-
Rome, Italy
-
M. ALEKHNOVICH, M. BRAVERMAN, V. FELDMAN, A. KLIVANS, AND T. PITASSI, Automatizability and learnability, in Proceedings of the 45th Annual IEEE Symposium on Foundations of Computer Science, Rome, Italy, 2004.
-
(2004)
Proceedings of the 45th Annual IEEE Symposium on Foundations of Computer Science
-
-
ALEKHNOVICH, M.1
BRAVERMAN, M.2
FELDMAN, V.3
KLIVANS, A.4
PITASSI, T.5
-
3
-
-
34247522421
-
-
0 circuits given a truth table, in Proceedings of the 21st Annual IEEE Conference on Computational Complexity, Prague, Czech Republic, 2006, pp. 237-251.
-
0 circuits given a truth table, in Proceedings of the 21st Annual IEEE Conference on Computational Complexity, Prague, Czech Republic, 2006, pp. 237-251.
-
-
-
-
4
-
-
0041513276
-
Derandomization and distinguishing complexity
-
Aarhus, Denmark
-
E. ALLENDER, M. KOUCKY, D. RONNEBERGER, AND S. ROY, Derandomization and distinguishing complexity, in Proceedings of the 18th Annual IEEE Conference on Computational Complexity, Aarhus, Denmark, 2003, pp. 209-220.
-
(2003)
Proceedings of the 18th Annual IEEE Conference on Computational Complexity
, pp. 209-220
-
-
ALLENDER, E.1
KOUCKY, M.2
RONNEBERGER, D.3
ROY, S.4
-
5
-
-
0034865561
-
Time-space tradeoffs in the counting hierarchy
-
Chicago, IL
-
E. ALLENDER, M. KOUCKY, D. RONNEBURGER, AND S. ROY, Time-space tradeoffs in the counting hierarchy, in Proceedings of the 16th Annual IEEE Conference on Computational Complexity, Chicago, IL, 2001, pp. 295-302.
-
(2001)
Proceedings of the 16th Annual IEEE Conference on Computational Complexity
, pp. 295-302
-
-
ALLENDER, E.1
KOUCKY, M.2
RONNEBURGER, D.3
ROY, S.4
-
6
-
-
33747718071
-
-
N. ALON, D. MOSHKOVITZ, AND S. SAFRA, Algorithmic construction of sets for k- restrictions, ACM Trans. Algorithms, 2 (2006), pp. 153-177; also available online at http://www. informatik.uni-trier.de/%7Eley/db/journals/talg/talg2.html#AlonMS06 (2):153-177 (2006).
-
N. ALON, D. MOSHKOVITZ, AND S. SAFRA, Algorithmic construction of sets for k- restrictions, ACM Trans. Algorithms, 2 (2006), pp. 153-177; also available online at http://www. informatik.uni-trier.de/%7Eley/db/journals/talg/talg2.html#AlonMS06 (2):153-177 (2006).
-
-
-
-
7
-
-
0003430191
-
-
John Wiley & Sons, New York
-
N. ALON, J. SPENCER, AND P. ERDOS, The Probabilistic Method, John Wiley & Sons, New York, 1992.
-
(1992)
The Probabilistic Method
-
-
ALON, N.1
SPENCER, J.2
ERDOS, P.3
-
8
-
-
0027866035
-
Linear time deterministic learning of k-term DNF
-
Santa Cruz, CA, USA
-
U. BERGGREN, Linear time deterministic learning of k-term DNF, in Proceedings of the 6th Annual ACM Conference on Computational Learning Theory, Santa Cruz, CA, USA, 1993, pp. 37-40.
-
(1993)
Proceedings of the 6th Annual ACM Conference on Computational Learning Theory
, pp. 37-40
-
-
BERGGREN, U.1
-
9
-
-
0030165961
-
Oracles and queries that are sufficient for exact learning
-
N. BSHOUTY, R. CLEVE, R. GAVALDÀ, S. KANNAN, AND C. TAMON, Oracles and queries that are sufficient for exact learning, J. Comput. System Sci., 52 (1996), pp. 421-433.
-
(1996)
J. Comput. System Sci
, vol.52
, pp. 421-433
-
-
BSHOUTY, N.1
CLEVE, R.2
GAVALDÀ, R.3
KANNAN, S.4
TAMON, C.5
-
10
-
-
0039015431
-
Simple learning algorithms using divide arid conquer
-
N. H. BSHOUTY, Simple learning algorithms using divide arid conquer, Comput. Complexity, 6 (1997), pp. 174-194.
-
(1997)
Comput. Complexity
, vol.6
, pp. 174-194
-
-
BSHOUTY, N.H.1
-
11
-
-
55249127295
-
On the proper learning of axis parallel concepts
-
Proceedings of the 15th Annual Conference on Computational Learning Theory, Sydney, Australia, Springer-Verlag, Berlin
-
N. H. BSHOUTY AND L. BURROUGHS, On the proper learning of axis parallel concepts, in Proceedings of the 15th Annual Conference on Computational Learning Theory, Sydney, Australia, Lecture Notes in Comput. Sci. 2375, Springer-Verlag, Berlin, 2002, pp. 287-302.
-
(2002)
Lecture Notes in Comput. Sci
, vol.2375
, pp. 287-302
-
-
BSHOUTY, N.H.1
BURROUGHS, L.2
-
12
-
-
0002737058
-
On the number of prime implicants
-
A. CHANDRA AND G. MARKOWSKY, On the number of prime implicants, Discrete Math., 24 (1978), pp. 7-11.
-
(1978)
Discrete Math
, vol.24
, pp. 7-11
-
-
CHANDRA, A.1
MARKOWSKY, G.2
-
13
-
-
0000301097
-
A greedy heuristic for the set covering problem
-
V. CHVÁTAL, A greedy heuristic for the set covering problem, Math. Oper. Res., 4 (1979), pp. 233-235.
-
(1979)
Math. Oper. Res
, vol.4
, pp. 233-235
-
-
CHVÁTAL, V.1
-
14
-
-
0028529390
-
Two-level logic minimization: An overview
-
O. COUDERT, Two-level logic minimization: An overview, Integration, the VLSI Journal, 17 (1994), pp. 97-140.
-
(1994)
Integration, the VLSI Journal
, vol.17
, pp. 97-140
-
-
COUDERT, O.1
-
16
-
-
27144509145
-
A new multilayered PCP and the hardness of hypergraph vertex cover
-
I. DINUR, V. GURUSWAMI, S. KHOT, AND O. REGEV, A new multilayered PCP and the hardness of hypergraph vertex cover, SIAM J. Comput., 34 (2005), pp. 1129-1146.
-
(2005)
SIAM J. Comput
, vol.34
, pp. 1129-1146
-
-
DINUR, I.1
GURUSWAMI, V.2
KHOT, S.3
REGEV, O.4
-
18
-
-
0030709639
-
Approximation of k-set cover by semi-local optimization
-
EI Paso, TX
-
R. DUH AND M. FÜRER, Approximation of k-set cover by semi-local optimization, in Proceedings of the 33rd Annual ACM Symposium on Theory of Computing, EI Paso, TX, 1997, pp. 256-264.
-
(1997)
Proceedings of the 33rd Annual ACM Symposium on Theory of Computing
, pp. 256-264
-
-
DUH, R.1
FÜRER, M.2
-
19
-
-
0032108328
-
A threshold of In n for approximating set cover
-
U. FEIGE, A threshold of In n for approximating set cover, J. ACM, 45 (1998), pp. 634-652.
-
(1998)
J. ACM
, vol.45
, pp. 634-652
-
-
FEIGE, U.1
-
20
-
-
33748122867
-
-
V. FELDMAN, Hardness of Approximate Two-Level Logic Minimization and PAC Learning with Membership Queries, ECCC report TR05-127, 2005. Extended version to appear in Proceedings of the 38th Annual ACM Symposium on the Theory of Computing, 2006, pp. 363-372.
-
V. FELDMAN, Hardness of Approximate Two-Level Logic Minimization and PAC Learning with Membership Queries, ECCC report TR05-127, 2005. Extended version to appear in Proceedings of the 38th Annual ACM Symposium on the Theory of Computing, 2006, pp. 363-372.
-
-
-
-
22
-
-
17444399680
-
Exact learning of DNF formulas using DNF hypothesis
-
L. HELLERSTEIN AND V. RAGHAVAN, Exact learning of DNF formulas using DNF hypothesis, J. Comput. System Sci., 70 (2005), pp. 435-470.
-
(2005)
J. Comput. System Sci
, vol.70
, pp. 435-470
-
-
HELLERSTEIN, L.1
RAGHAVAN, V.2
-
23
-
-
0000253416
-
Approximation algorithms for the set covering and vertex cover problems
-
D. S. HOCHBAUM, Approximation algorithms for the set covering and vertex cover problems, SIAM J. Comput., 11 (1982), pp. 555-556.
-
(1982)
SIAM J. Comput
, vol.11
, pp. 555-556
-
-
HOCHBAUM, D.S.1
-
24
-
-
0016349356
-
Approximation algorithms for combinatorial problems
-
D. S. JOHNSON, Approximation algorithms for combinatorial problems, J. Comput. System Sci., 9 (1974), pp. 256-278.
-
(1974)
J. Comput. System Sci
, vol.9
, pp. 256-278
-
-
JOHNSON, D.S.1
-
25
-
-
0033687771
-
Circuit minimization problem
-
Portland, OR
-
V. KABANETS AND J. L. CAI, Circuit minimization problem, in Proceedings of the 32nd Annual ACM Symposium on the Theory of Computing, Portland, OR, 2000, pp. 73-79.
-
(2000)
Proceedings of the 32nd Annual ACM Symposium on the Theory of Computing
, pp. 73-79
-
-
KABANETS, V.1
CAI, J.L.2
-
26
-
-
55249111289
-
-
S. KHOT, online lecture notes for Probabilistically Checkable Proofs and Hardness of Approximation, Lecture 3 (scribed by Deeparnab Chakrabarti), available at http://www.cc.gatech. edu/̃khot/pcp-course.html.
-
S. KHOT, online lecture notes for Probabilistically Checkable Proofs and Hardness of Approximation, Lecture 3 (scribed by Deeparnab Chakrabarti), available at http://www.cc.gatech. edu/̃khot/pcp-course.html.
-
-
-
-
27
-
-
0001030750
-
A simple algorithm for learning o(log n)-term DNF
-
E. KUSHILEVITZ, A simple algorithm for learning o(log n)-term DNF, Inform. Process. Lett., 61 (1997), pp. 289-292.
-
(1997)
Inform. Process. Lett
, vol.61
, pp. 289-292
-
-
KUSHILEVITZ, E.1
-
28
-
-
0000203509
-
On the ratio of optimal integral and fractional covers
-
L. LOVÁSZ, On the ratio of optimal integral and fractional covers, Discrete Math., 13 (1975), pp. 383-390.
-
(1975)
Discrete Math
, vol.13
, pp. 383-390
-
-
LOVÁSZ, L.1
-
29
-
-
0028514351
-
On the hardness of approximating minimization problems
-
C. LUND AND M. YANNAKAKIS, On the hardness of approximating minimization problems, J. ACM, 41 (1994), pp. 960-981.
-
(1994)
J. ACM
, vol.41
, pp. 960-981
-
-
LUND, C.1
YANNAKAKIS, M.2
-
31
-
-
4243054954
-
Number-theoretic constructions of efficient pseudorandom functions
-
M. NAOR AND O. REINGOLD, Number-theoretic constructions of efficient pseudorandom functions, J. ACM, 51 (2004), pp. 231-262.
-
(2004)
J. ACM
, vol.51
, pp. 231-262
-
-
NAOR, M.1
REINGOLD, O.2
-
33
-
-
0030282125
-
On the limits of proper learnability of subclasses of DNF formulas
-
K. PILLAIPAKKAMNATT AND V. RAGHAVAN, On the limits of proper learnability of subclasses of DNF formulas, Machine Learning, 25 (1996), pp. 237-263.
-
(1996)
Machine Learning
, vol.25
, pp. 237-263
-
-
PILLAIPAKKAMNATT, K.1
RAGHAVAN, V.2
-
34
-
-
0024092215
-
Computational limitations on learning from examples
-
L. PITT AND L. G. VALIANT, Computational limitations on learning from examples, J. ACM, 35 (1988), pp. 965-984.
-
(1988)
J. ACM
, vol.35
, pp. 965-984
-
-
PITT, L.1
VALIANT, L.G.2
-
35
-
-
0001226672
-
A parallel repetition theorem
-
R. RAZ, A parallel repetition theorem, SIAM J. Comput., 27 (1998), pp. 763-803.
-
(1998)
SIAM J. Comput
, vol.27
, pp. 763-803
-
-
RAZ, R.1
-
37
-
-
0034826228
-
Non-approximability results for optimization problems on bounded, degree instances
-
Heraklion, Crete, Greece
-
L. TREVISAN, Non-approximability results for optimization problems on bounded, degree instances, in Proceedings of the 33rd Annual ACM Symposium on Theory of Computing, Heraklion, Crete, Greece, 2001, pp. 453-461.
-
(2001)
Proceedings of the 33rd Annual ACM Symposium on Theory of Computing
, pp. 453-461
-
-
TREVISAN, L.1
-
39
-
-
33744764298
-
Complexity of two-level logic minimization
-
C. UMANS, T. VILLA, AND A. L. SANGIOVANNI-VINCENTELLI, Complexity of two-level logic minimization, IEEE Trans. CAD Integrated Circuits Syst., 25 (2006), pp. 1230-1246.
-
(2006)
IEEE Trans. CAD Integrated Circuits Syst
, vol.25
, pp. 1230-1246
-
-
UMANS, C.1
VILLA, T.2
SANGIOVANNI-VINCENTELLI, A.L.3
|