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Journal Articles
- 2024
[j25]Pratyaydipta Rudra, Yi-Hui Zhou
, Andrew B. Nobel, Fred A. Wright:
Control of false discoveries in grouped hypothesis testing for eQTL data. BMC Bioinform. 25(1): 147 (2024)- 2023
- [j24]Miheer Dewaskar, John Palowitch, Mark He, Michael I. Love, Andrew B. Nobel:
Finding Groups of Cross-Correlated Features in Bi-View Data. J. Mach. Learn. Res. 24: 398:1-398:47 (2023) - 2022
- [j23]Kevin O'Connor, Kevin McGoff, Andrew B. Nobel:
Optimal Transport for Stationary Markov Chains via Policy Iteration. J. Mach. Learn. Res. 23: 45:1-45:52 (2022) - [j22]Shankar Bhamidi, Ruituo Fan, Nicolas Fraiman, Andrew B. Nobel:
Community modulated recursive trees and population dependent branching processes. Random Struct. Algorithms 60(2): 201-232 (2022) - 2020
- [j21]Rafael M. Frongillo, Andrew B. Nobel:
Memoryless Sequences for General Losses. J. Mach. Learn. Res. 21: 80:1-80:28 (2020) - 2018
- [j20]Gen Li, Dereje Jima, Fred A. Wright, Andrew B. Nobel:
HT-eQTL: integrative expression quantitative trait loci analysis in a large number of human tissues. BMC Bioinform. 19(1): 95:1-95:11 (2018) - 2017
- [j19]James D. Wilson, John Palowitch, Shankar Bhamidi, Andrew B. Nobel:
Community Extraction in Multilayer Networks with Heterogeneous Community Structure. J. Mach. Learn. Res. 18: 149:1-149:49 (2017) - [j18]John Palowitch, Shankar Bhamidi, Andrew B. Nobel:
Significance-based community detection in weighted networks. J. Mach. Learn. Res. 18: 188:1-188:48 (2017) - 2016
- [j17]Gen Li, Dan Yang, Andrew B. Nobel, Haipeng Shen:
Supervised singular value decomposition and its asymptotic properties. J. Multivar. Anal. 146: 7-17 (2016) - 2013
- [j16]Andrey A. Shabalin, Andrew B. Nobel:
Reconstruction of a low-rank matrix in the presence of Gaussian noise. J. Multivar. Anal. 118: 67-76 (2013) - 2011
- [j15]Vonn Walter, Andrew B. Nobel, Fred A. Wright:
DiNAMIC: a method to identify recurrent DNA copy number aberrations in tumors. Bioinform. 27(5): 678-685 (2011) - 2009
- [j14]Daniel M. Gatti, Andrey A. Shabalin, Tieu-Chong Lam, Fred A. Wright, Ivan Rusyn, Andrew B. Nobel:
FastMap: Fast eQTL mapping in homozygous populations. Bioinform. 25(4): 482-489 (2009) - 2008
- [j13]Andrey A. Shabalin, Håkon Tjelmeland, Cheng Fan, Charles M. Perou, Andrew B. Nobel:
Merging two gene-expression studies via cross-platform normalization. Bioinform. 24(9): 1154-1160 (2008) - [j12]Xiang Zhang, Feng Pan, Wei Wang, Andrew B. Nobel:
Mining non-redundant high order correlations in binary data. Proc. VLDB Endow. 1(1): 1178-1188 (2008) - [j11]Florentina Bunea, Andrew B. Nobel:
Sequential Procedures for Aggregating Arbitrary Estimators of a Conditional Mean. IEEE Trans. Inf. Theory 54(4): 1725-1735 (2008) - 2005
- [j10]William T. Barry, Andrew B. Nobel, Fred A. Wright:
Significance analysis of functional categories in gene expression studies: a structured permutation approach. Bioinform. 21(9): 1943-1949 (2005) - 2004
- [j9]Andrew B. Nobel:
Some stochastic properties of memoryless individual sequences. IEEE Trans. Inf. Theory 50(7): 1497-1505 (2004) - 2003
- [j8]Andrew B. Nobel:
On optimal sequential prediction for general processes. IEEE Trans. Inf. Theory 49(1): 83-98 (2003) - 2002
- [j7]Andrew B. Nobel:
Analysis of a complexity-based pruning scheme for classification trees. IEEE Trans. Inf. Theory 48(8): 2362-2368 (2002) - 2001
- [j6]Andrew B. Nobel, Terrence M. Adams:
Estimating a function from ergodic samples with additive noise. IEEE Trans. Inf. Theory 47(7): 2895-2902 (2001) - 1998
- [j5]Andrew B. Nobel, Gusztáv Morvai, Sanjeev R. Kulkarni:
Density Estimation from an Individual Numerical Sequence. IEEE Trans. Inf. Theory 44(2): 537-541 (1998) - 1997
- [j4]Andrew B. Nobel:
Recursive partitioning to reduce distortion. IEEE Trans. Inf. Theory 43(4): 1122-1133 (1997) - 1996
- [j3]Andrew B. Nobel, Richard A. Olshen:
Termination and continuity of greedy growing for tree-structured vector quantizers. IEEE Trans. Inf. Theory 42(1): 191-205 (1996) - [j2]Andrew B. Nobel:
Vanishing distortion and shrinking cells. IEEE Trans. Inf. Theory 42(4): 1303-1305 (1996) - 1992
- [j1]Andrew B. Nobel, Aaron D. Wyner:
A recurrence theorem for dependent processes with applications to data compression. IEEE Trans. Inf. Theory 38(5): 1561-1564 (1992)
Conference and Workshop Papers
- 2017
- [c7]Rafael M. Frongillo, Andrew B. Nobel:
Memoryless Sequences for Differentiable Losses. COLT 2017: 925-939 - 2006
- [c6]Xing Sun, Andrew B. Nobel:
Significance and Recovery of Block Structures in Binary Matrices with Noise. COLT 2006: 109-122 - [c5]Jinze Liu, Susan Paulsen, Xing Sun, Wei Wang, Andrew B. Nobel, Jan F. Prins:
Mining Approximate Frequent Itemsets In the Presence of Noise: Algorithm and Analysis. SDM 2006: 407-418 - 2005
- [c4]Jinze Liu, Susan Paulsen, Wei Wang, Andrew B. Nobel, Jan F. Prins:
Mining Approximate Frequent Itemsets from Noisy Data. ICDM 2005: 721-724 - [c3]Félix Hernández-Campos, Andrew B. Nobel, F. Donelson Smith, Kevin Jeffay:
Understanding Patterns of TCP Connection Usage with Statistical Clustering. MASCOTS 2005: 35-44 - 2004
- [c2]Andrew B. Nobel:
Memoryless individual sequences. ISIT 2004: 559 - 1991
- [c1]Andrew B. Nobel:
Evaluating the Performance of a Simple Inductive Procedure in the Presence of Overfitting Error. COLT 1991: 267-274
Informal and Other Publications
- 2021
- [i8]Kevin O'Connor, Bongsoo Yi, Kevin McGoff, Andrew B. Nobel:
Graph Optimal Transport with Transition Couplings of Random Walks. CoRR abs/2106.07106 (2021) - 2020
- [i7]Kevin O'Connor, Kevin McGoff, Andrew B. Nobel:
Optimal Transport for Stationary Markov Chains via Policy Iteration. CoRR abs/2006.07998 (2020) - [i6]Miheer Dewaskar, John Palowitch, Mark He, Michael I. Love, Andrew B. Nobel:
Finding Stable Groups of Cross-Correlated Features in Multi-View data. CoRR abs/2009.05079 (2020) - 2016
- [i5]John Palowitch, Shankar Bhamidi, Andrew B. Nobel:
The Continuous Configuration Model: A Null for Community Detection on Weighted Networks. CoRR abs/1601.05630 (2016) - [i4]James D. Wilson, John Palowitch, Shankar Bhamidi, Andrew B. Nobel:
Community Extraction in Multilayer Networks with Heterogeneous Community Structure. CoRR abs/1610.06511 (2016) - 2013
- [i3]James D. Wilson, Simi Wang, Peter J. Mucha, Shankar Bhamidi, Andrew B. Nobel:
A Testing Based Extraction Algorithm for Identifying Significant Communities in Networks. CoRR abs/1308.0777 (2013) - 2007
- [i2]Gusztáv Morvai, Sanjeev R. Kulkarni, Andrew B. Nobel:
Regression estimation from an individual stable sequence. CoRR abs/0710.2496 (2007) - [i1]Andrew B. Nobel, Gusztáv Morvai, Sanjeev R. Kulkarni:
Density estimation from an individual numerical sequence. CoRR abs/0710.2500 (2007)
Coauthor Index
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