| Publication | Date of Publication | Type |
|---|
| https://portal.mardi4nfdi.de/entity/Q4969068 | 2020-10-05 | Paper |
| Aggregating Large Sets of Probabilistic Forecasts by Weighted Coherent Adjustment | 2018-10-24 | Paper |
| Attribute-Distributed Learning: Models, Limits, and Algorithms | 2018-07-18 | Paper |
| Fast Variational Sparse Bayesian Learning With Automatic Relevance Determination for Superimposed Signals | 2018-07-18 | Paper |
| Incremental Reformulated Automatic Relevance Determination | 2018-07-18 | Paper |
| Probabilistic Coherence and Proper Scoring Rules | 2017-08-08 | Paper |
| A Collaborative Training Algorithm for Distributed Learning | 2017-08-08 | Paper |
| Finding All Small Error-Prone Substructures in LDPC Codes | 2017-08-08 | Paper |
| Divergence Estimation for Multidimensional Densities Via $k$-Nearest-Neighbor Distances | 2017-08-08 | Paper |
| Multicasting in Large Wireless Networks: Bounds on the Minimum Energy Per Bit | 2017-07-27 | Paper |
| Energy-Distortion Tradeoffs in Gaussian Joint Source-Channel Coding Problems | 2017-07-12 | Paper |
| Energy Efficiency of Decode-and-Forward for Wideband Wireless Multicasting | 2017-07-12 | Paper |
| Probability Estimation in the Rare-Events Regime | 2017-07-12 | Paper |
| Bandit problems with side observations | 2017-07-12 | Paper |
| Convergence and Consistency of Regularized Boosting With Weakly Dependent Observations | 2017-06-08 | Paper |
| Nonbacktracking Bounds on the Influence in Independent Cascade Models | 2017-05-23 | Paper |
| An Upper Bound on the Convergence Time for Quantized Consensus of Arbitrary Static Graphs | 2017-05-16 | Paper |
| \(\sin (\omega x)\) can approximate almost every finite set of samples | 2015-10-14 | Paper |
| A sequential predictor retraining algorithm and its application to market prediction | 2013-11-12 | Paper |
| Regularized Variational Bayesian Learning of Echo State Networks with Delay&Sum Readout | 2012-10-02 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3096184 | 2011-11-08 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3088455 | 2011-08-19 | Paper |
| An Elementary Introduction to Statistical Learning Theory | 2011-01-13 | Paper |
| Universal Estimation of Information Measures for Analog Sources | 2010-09-10 | Paper |
| Universal Entropy Estimation Via Block Sorting | 2008-12-21 | Paper |
| Upper Bounds to Transport Capacity of Wireless Networks | 2008-12-21 | Paper |
| A Deterministic Approach to Throughput Scaling in Wireless Networks | 2008-12-21 | Paper |
| Consistency in models for distributed learning under communication constraints | 2008-12-21 | Paper |
| Degraded Gaussian Multirelay Channel: Capacity and Optimal Power Allocation | 2008-12-21 | Paper |
| Density Evolution for Asymmetric Memoryless Channels | 2008-12-21 | Paper |
| Divergence Estimation of Continuous Distributions Based on Data-Dependent Partitions | 2008-12-21 | Paper |
| Erratum to “Universal Entropy Estimation Via Block Sorting” | 2008-12-21 | Paper |
| Universal Divergence Estimation for Finite-Alphabet Sources | 2008-12-21 | Paper |
| An Algorithm for Universal Lossless Compression With Side Information | 2008-12-21 | Paper |
| Finite-Dimensional Bounds on ${\BBZ}_m$ and Binary LDPC Codes With Belief Propagation Decoders | 2008-12-21 | Paper |
| Relative Frequencies of Generalized Simulated Annealing | 2008-05-27 | Paper |
| A ``small world approach to heterogeneous networks | 2006-03-16 | Paper |
| Arbitrary side observations in bandit problems | 2005-08-01 | Paper |
| Learning Theory | 2005-06-13 | Paper |
| Universal lossless source coding with the Burrows Wheeler transform | 2005-05-11 | Paper |
| Data-dependent k/sub n/-NN and kernel estimators consistent for arbitrary processes | 2005-05-11 | Paper |
| Principal curves with bounded turn | 2005-05-11 | Paper |
| Universal variable-to-fixed length source codes | 2002-08-04 | Paper |
| Nonparametric control algorithms for nonlinear fading memory systems | 2002-07-21 | Paper |
| Separation of random number generation and resolvability | 2001-03-19 | Paper |
| Learning changing concepts by exploiting the structure of change | 2001-01-16 | Paper |
| Nonparametric output prediction for nonlinear fading memory systems | 2000-10-17 | Paper |
| Some contributions to fixed-distribution learning theory | 2000-10-17 | Paper |
| Finite-time lower bounds for the two-armed bandit problem | 2000-10-17 | Paper |
| Universal coding of nonstationary sources | 2000-09-07 | Paper |
| Regression Estimation from an Individual Stable Sequence | 2000-07-03 | Paper |
| Equivalent necessary and sufficient conditions on noise sequences for stochastic approximation algorithms | 2000-05-18 | Paper |
| Learning pattern classification-a survey | 1999-11-21 | Paper |
| Noise conditions for prespecified convergence rates of stochastic approximation algorithms | 1999-11-21 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4227152 | 1999-11-08 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4268455 | 1999-10-31 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4227160 | 1999-08-02 | Paper |
| Controller switching based on output prediction errors | 1999-03-23 | Paper |
| The complexity of model classes, and smoothing noisy data | 1999-01-12 | Paper |
| Density estimation from an individual numerical sequence | 1998-10-27 | Paper |
| Source codes as random number generators | 1998-08-02 | Paper |
| Covering numbers for real-valued function classes | 1998-03-22 | Paper |
| Weighted averaging and stochastic approximation | 1997-11-09 | Paper |
| Model and controller selection policies based on output prediction errors | 1997-08-19 | Paper |
| Learning decision rules for pattern classification under a family of probability measures | 1997-05-12 | Paper |
| Extended synchronizing codewords for binary prefix codes | 1997-04-28 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3126570 | 1997-03-31 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4353669 | 1997-01-01 | Paper |
| A general classification rule for probability measures | 1996-03-18 | Paper |
| Rates of convergence of nearest neighbor estimation under arbitrary sampling | 1995-11-29 | Paper |
| A paradigm for class identification problems | 1995-09-14 | Paper |
| A metric entropy bound is not sufficient for learnability | 1995-07-12 | Paper |
| Active learning using arbitrary binary valued queries | 1993-08-18 | Paper |
| Can one decide the type of the mean from the empirical measure? | 1992-06-27 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3479090 | 1990-01-01 | Paper |
