Peter Auer

发表

On-line learning of rectangles in noisy environments

Peter Auer, P. Auer, 1993, COLT '93.

'Embedded language' and 'matrix language' in insertional language mixing: Some problematic cases

Peter Auer, Raihan Muhamedova, 2005 .

Exponentially many local minima for single neurons

Peter Auer, Mark Herbster, Manfred K. Warmuth, 1995, NIPS.

Learning Nested Differences in the Presence of Malicious Noise

Peter Auer, 1997, Theor. Comput. Sci..

An Efficient Search Algorithm for Content-Based Image Retrieval with User Feedback

Alex Po Leung, Peter Auer, 2008, 2008 IEEE International Conference on Data Mining Workshops.

Adaptively Tracking the Best Bandit Arm with an Unknown Number of Distribution Changes

Peter Auer, Ronald Ortner, Pratik Gajane, 2019, COLT.

Syntactic Rebracketing (chapter 16, §§ 196–213) (Translated by Paul J. Hopper)

Peter Auer, Robert W. Murray, P. Auer, 2015 .

The 'why ' and 'how ' questions in the analysis of conversational code-switching

Peter Auer, 2013 .

Pareto Front Identification from Stochastic Bandit Feedback

Peter Auer, Ronald Ortner, Madalina M. Drugan, 2016, AISTATS.

A new PAC bound for intersection-closed concept classes

Peter Auer, Ronald Ortner, P. Auer, 2004, Machine Learning.

Simulating access to hidden information while learning

Philip M. Long, Peter Auer, P. Auer, 1994, STOC '94.

PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits

John Shawe-Taylor, François Laviolette, Peter Auer, 2011, ICML On-line Trading of Exploration and Exploitation.

Regret bounds for restless Markov bandits

Peter Auer, Rémi Munos, Ronald Ortner, 2012, Theor. Comput. Sci..

Language and space : an international handbook of linguistic variation

Peter Auer, Jürgen Erich Schmidt, P. Auer, 2009 .

Achieving Optimal Dynamic Regret for Non-stationary Bandits without Prior Information

Haipeng Luo, Chen-Yu Wei, Peter Auer, 2019, COLT.

Guest editors' introduction: Special issue on learning theory

Philip M. Long, Peter Auer, 2008, J. Comput. Syst. Sci..

WHY ARE INCREMENTS SUCH ELUSIVE OBJECTS? AN AFTERTHOUGHT

Peter Auer, 2007 .

Online Learning

Peter Auer, 2010, Encyclopedia of Machine Learning.

On Learning From Multi-Instance Examples: Empirical Evaluation of a Theoretical Approach

Peter Auer, P. Auer, 1997, ICML.

On-line learning with malicious noise and the closure algorithm

Nicolò Cesa-Bianchi, Peter Auer, Nicolò Cesa-Bianchi, 1998, Annals of Mathematics and Artificial Intelligence.

Consistent Interpretation of Image Sequences to Improve Object Models on the Fly

Markus Vincze, Peter Auer, Johann Prankl, 2009, ICVS.

A learning rule for very simple universal approximators consisting of a single layer of perceptrons

Peter Auer, Wolfgang Maass, Harald Burgsteiner, 2008, Neural Networks.

Ranking algorithms for implicit feedback

Alex Po Leung, Kitsuchart Pasupa, Peter Auer, 2009 .

Demotisation of the standard variety or destandardisation

Peter Auer, Dirk Speelman, Roeland van Hout, 2020 .

Approximating hyper-rectangles: learning and pseudo-random sets

Aravind Srinivasan, Philip M. Long, Peter Auer, 1997, STOC '97.

Tracking the Best Disjunction

Peter Auer, Manfred K. Warmuth, P. Auer, 1998, Machine Learning.

Logarithmic Online Regret Bounds for Undiscounted Reinforcement Learning

Peter Auer, Ronald Ortner, P. Auer, 2006, NIPS.

Object recognition using segmentation for feature detection

Peter Auer, Axel Pinz, M. Fussenegger, 2004, ICPR 2004.

Structural Results About On-line Learning Models With and Without Queries

Philip M. Long, Peter Auer, P. Auer, 1999, Machine Learning.

PAC Subset Selection in Stochastic Multi-armed Bandits

Ambuj Tewari, Peter Stone, Peter Auer, 2012, ICML.

PAC-Bayesian Analysis of the Exploration-Exploitation Trade-off pdf

John Shawe-Taylor, François Laviolette, Peter Auer, 2011, ICML 2011.

Finite-time Analysis of the Multiarmed Bandit Problem

Peter Auer, Paul Fischer, Nicolò Cesa-Bianchi, 2002, Machine Learning.

Reducing Communication for Distributed Learning in Neural Networks

Peter Auer, Wolfgang Maass, Harald Burgsteiner, 2002, ICANN.

On the Complexity of Function Learning

Gerhard J. Woeginger, Philip M. Long, Peter Auer, 1993, COLT.

Models for Autonomously Motivated Exploration in Reinforcement Learning - (Extended Abstract)

Peter Auer, Shiau Hong Lim, Chris Watkins, 2011, ALT.

Gambling in a rigged casino: The adversarial multi-armed bandit problem

Nicolò Cesa-Bianchi, Peter Auer, Yoav Freund, 1995, Proceedings of IEEE 36th Annual Foundations of Computer Science.

Standardized observation of team-work in design

Peter Auer, Eckart Frankenberger, P. Auer, 1997 .

Using Confidence Bounds for Exploitation-Exploration Trade-offs

Peter Auer, P. Auer, 2003, J. Mach. Learn. Res..

Discussion: Frontiers in the study of language variety

Peter Auer, John Nerbonne, Dirk Geeraerts, 2014 .

Noisy Search with Comparative Feedback

Peter Auer, Shiau Hong Lim, 2011, UAI.

Learning from Multi-label Data, MLD Workshop at ECML 2009

Peter Auer, Ronald Ortner, Martin Antenreiter, 2009 .

Code- switching and the notion of code in linguistics : Proposals for a dual focus model

Peter Auer, 2013 .

Object recognition using segmentation for feature detection

Peter Auer, Axel Pinz, Andreas Opelt, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

On the transition from code- switching to a mixed code

Peter Auer, P. Auer, 2013 .

Regret Bounds for Restless Markov Bandits

Peter Auer, Rémi Munos, Ronald Ortner, 2012, ALT.

Hannan Consistency in On-Line Learning in Case of Unbounded Losses Under Partial Monitoring

Peter Auer, László Györfi, György Ottucsák, 2006, ALT.

4. Becoming bi- or multi-lingual later in life

Peter Auer, Li Wei, P. Auer, 2007 .

Learning of depth two neural networks with constant fan-in at the hidden nodes (extended abstract)

Stephen Kwek, Peter Auer, Manfred K. Warmuth, 1996, COLT '96.

Online Learning With Randomized Feedback Graphs for Optimal PUE Attacks in Cognitive Radio Networks

Peter Auer, Amir Alipour-Fanid, Monireh Dabaghchian, 2018, IEEE/ACM Transactions on Networking.

Basic Syntactic Relationships (chapter 6, §§ 85–102) (Translated by Paul J. Hopper)

Peter Auer, Robert W. Murray, P. Auer, 2015 .

Models for Autonomously Motivated Exploration in Reinforcement Learning

Peter Auer, Shiau Hong Lim, Chris Watkins, 2011, Discovery Science.

On Learning from Ambiguous Information

Peter Auer, 2000, Electron. Colloquium Comput. Complex..

12. Mixed codes

Peter Auer, Li Wei, 2007 .

Improved Rates for the Stochastic Continuum-Armed Bandit Problem

Peter Auer, Csaba Szepesvári, Ronald Ortner, 2007, COLT.

Pinview: Implicit Feedback in Content-Based Image Retrieval

Jorma Laaksonen, Alex Po Leung, John Shawe-Taylor, 2010, WAPA.

Online Learning

Peter Auer, 2017, Encyclopedia of Machine Learning and Data Mining.

34. Community-based investigations: From traditional dialect grammar to sociolinguistic studies

Peter Auer, Jürgen Erich Schmidt, Jürgen Erich Schmidt, 2009 .

Workshop summary: On-line learning with limited feedback

Peter Auer, Alessandro Lazaric, Csaba Szepesvári, 2009, ICML '09.

A Boosting Approach to Multiple Instance Learning

Peter Auer, Ronald Ortner, P. Auer, 2004, ECML.

Description, analysis and evaluation of confidence estimation procedures for sub-categorisation

Jorma Laaksonen, John Shawe-Taylor, Kitsuchart Pasupa, 2009 .

4.2. Between transfer and code-switching

Peter Auer, P. Auer, 1984 .

Introduction: Variation and Convergence as a Topic in Diaiectology and Sociolinguistics

Peter Auer, Aldo Di Luzio, P. Auer, 1988 .

Handbook of Multilingualism and Multilingual Communication

Peter Auer, Wei Li, P. Auer, 2007 .

Algorithmic Learning Theory

Peter Auer, Thomas Zeugmann, Sandra Zilles, 2014, Lecture Notes in Computer Science.

A distributed voting scheme to maximize preferences

Nicolò Cesa-Bianchi, Peter Auer, Nicolò Cesa-Bianchi, 2006, RAIRO Theor. Informatics Appl..

Projection and Minimalistic Syntax in Interaction

Peter Auer, P. Auer, 2009 .

30. Investigating language in space: Experimental techniques

Peter Auer, Jürgen Erich Schmidt, Jürgen Erich Schmidt, 2009 .

Reinforcement Learning (Dagstuhl Seminar 13321)

Laurent Orseau, Peter Auer, Marcus Hutter, 2013, Dagstuhl Reports.

Invited Talk: UCRL and Autonomous Exploration

Peter Auer, 2011, EWRL.

Development of the UNAB facade

Peter Auer, Daniel Brandl, Thomas Mach, 2019 .

Exploration and Exploitation in Online Learning

Peter Auer, 2011, ICAIS.

13. Identifing dimensions of linguistic variation in a language space

Peter Auer, Jürgen Erich Schmidt, P. Auer, 2009 .

Weak Hypotheses and Boosting for Generic Object Detection and Recognition

Peter Auer, Axel Pinz, Andreas Opelt, 2004, ECCV.

Near-optimal Regret Bounds for Reinforcement Learning

Peter Auer, Ronald Ortner, Thomas Jaksch, 2008, J. Mach. Learn. Res..

From language mixing to fused lects: The process and its outcomes

Peter Auer, Nikolay Hakimov, P. Auer, 2020, International Journal of Bilingualism.

Syntactic structures and their symbiotic guests: Notes on analepsis from the perspective of online syntax

Peter Auer, P. Auer, 2014 .

A New PAC Bound for Intersection-Closed Concept Classes

Peter Auer, Ronald Ortner, 2004, COLT.

Proceedings of the 18th annual conference on Learning Theory

Peter Auer, Ron Meir, P. Auer, 2005 .

Transfer as a conversational strategy in second language discourse

Peter Auer, P. Auer, 1987 .

UCB revisited: Improved regret bounds for the stochastic multi-armed bandit problem

Peter Auer, Ronald Ortner, P. Auer, 2010, Period. Math. Hung..

A new heuristic and an exact approach for a production planning problem

Armin Fügenschuh, Peter Auer, Ronald Ortner, 2020 .

The Nonstochastic Multiarmed Bandit Problem

Peter Auer, Yoav Freund, Robert E. Schapire, 2002, SIAM J. Comput..

Learning with Malicious Noise

Peter Auer, 2008, Encyclopedia of Algorithms.

46. Areal variation in syntax

Peter Auer, Jürgen Erich Schmidt, P. Auer, 2009 .

Theory and Applications of Agnostic PAC-Learning with Small Decision Trees

Peter Auer, Wolfgang Maass, Robert C. Holte, 1995, ICML.

Geochemical Fingerprinting of Coltan Ores by Machine Learning on Uneven Datasets

Peter Auer, Gerd Rantitsch, Christian Savu-Krohn, 2011 .

The temporality of language in interaction projection and latency

Peter Auer, P. Auer, 2015 .

Degree of Approximation Results for Feedforward Networks Approximating Unknown Mappings and Their Derivatives

Kurt Hornik, Peter Auer, Halbert White, 1994, Neural Computation.

A monolectal view of code- switching : Layered code- switching among Zairians in Belgium

Peter Auer, 2013 .

An algorithm with nearly optimal pseudo-regret for both stochastic and adversarial bandits

Peter Auer, Chao-Kai Chiang, P. Auer, 2016, COLT.

The InfoSky visual explorer: Exploiting Hierarchical Structure and Document Similarities

Wolfgang Kienreich, Peter Auer, Keith Andrews, 2002, Inf. Vis..

Description and evaluation of techniques for transfer learning across sub-categories

Jorma Laaksonen, Kitsuchart Pasupa, Gabriela Csurka, 2009 .

Solving String Equations with Constant Restrictions

Peter Auer, 1991, IWWERT.

Learning with Malicious Noise

Peter Auer, P. Auer, 2008, Encyclopedia of Algorithms.

Learning Nested Differences in the Presence of Malicious Noise

Peter Auer, P. Auer, 1995, Theoretical Computer Science.

Approximating Hyper-Rectangles: Learning and Pseudorandom Sets

Aravind Srinivasan, Philip M. Long, Peter Auer, 1998, J. Comput. Syst. Sci..

Dialect Change: Convergence and Divergence in European Languages

Peter Auer, Frans Hinskens, Paul Kerswill, 2008 .

Using upper confidence bounds for online learning

Peter Auer, P. Auer, 2000, Proceedings 41st Annual Symposium on Foundations of Computer Science.

An Improved On-line Algorithm for Learning Linear Evaluation Functions

Peter Auer, P. Auer, 2000, COLT.

Code-switching Between Structural and Sociolinguistic Perspectives

Peter Auer, Kofi Yakpo, Gerald Stell, 2015 .

Evaluation and Analysis of the Performance of the EXP3 Algorithm in Stochastic Environments

Peter Auer, Csaba Szepesvári, Yasin Abbasi-Yadkori, 2013, EWRL.

Standard language in Austria

Peter Auer, Dirk Speelman, Kristján Árnason, 2020 .

Editors' Introduction

Peter Auer, Thomas Zeugmann, Sandra Zilles, 2014, ALT.

42. Areal variation in segmental phonetics and phonology

Peter Auer, Jürgen Erich Schmidt, 2009 .

From ' switching code ' to ' code- switching ' : Towards a reconceptualisation of communicative codes

Peter Auer, 2013 .

Exploration-Exploitation of Eye Movement Enriched Multiple Feature Spaces for Content-Based Image Retrieval

Alex Po Leung, John Shawe-Taylor, Kitsuchart Pasupa, 2010, ECML/PKDD.

PAC-Bayesian Analysis of Contextual Bandits

John Shawe-Taylor, François Laviolette, Peter Auer, 2011, NIPS.

Learning Theory, 18th Annual Conference on Learning Theory, COLT 2005, Bertinoro, Italy, June 27-30, 2005, Proceedings

Peter Auer, Ron Meir, 2005, COLT.

Unification in the Combination of Disjoint Theories

Peter Auer, 1991, IWWERT.

Optimal Online Learning with Randomized Feedback Graphs with Application in PUE Attacks in CRN pdf

Peter Auer, Amir Alipour-Fanid, Monireh Dabaghchian, 2017, ArXiv.

28. Investigating language in space: Methods and empirical standards

Peter Auer, Jürgen Erich Schmidt, 2009 .

Relevance Feedback Models for Content-Based Image Retrieval

Alex Po Leung, Peter Auer, 2011, Multimedia Analysis, Processing and Communications.

Generic object recognition with boosting

Peter Auer, Axel Pinz, Andreas Opelt, 2006, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Closed loop simulation of the chain "cold-forming - welding - crash load" for the prediction of the crash behavior of car body components

Peter Auer, Matthias Schröder, Ralf Kolleck, 2013 .

Guest editors' foreword

Peter Auer, Thomas Zeugmann, Alexander Clark, 2016, Theor. Comput. Sci..

2. Two Basic Procedures for the Production and Interpretation of Language Alternation

Peter Auer, 1984 .

27. Non-convergence despite language contact

Peter Auer, Jürgen Erich Schmidt, 2009 .

Autonomous Exploration For Navigating In MDPs

Peter Auer, Shiau Hong Lim, P. Auer, 2012, COLT.

On the complexity of function learning

Gerhard J. Woeginger, Philip M. Long, Peter Auer, 1993, COLT '93.

Space in Language and Linguistics: Geographical, Interactional, and Cognitive Perspectives

Peter Auer, Benedikt Szmrecsanyi, Martin Hilpert, 2013 .

A Sliding-Window Algorithm for Markov Decision Processes with Arbitrarily Changing Rewards and Transitions pdf

Peter Auer, Ronald Ortner, Pratik Gajane, 2018, ArXiv.

Learning to Drive with Deep Reinforcement Learning

Kitsuchart Pasupa, Peter Auer, Nut Chukamphaeng, 2021, 2021 13th International Conference on Knowledge and Smart Technology (KST).

Particle Size Estimation in Mixed Commercial Waste Images Using Deep Learning

Kitsuchart Pasupa, Peter Auer, Phongsathorn Kittiworapanya, 2021 .

Particle Size Estimation in Mixed Commercial Waste Images Using Deep Learning

Kitsuchart Pasupa, Peter Auer, Phongsathorn Kittiworapanya, 2021, IAIT.

Why should we and how can we determine the "base language" of a bilingual conversation?

Peter Auer, 2000 .

Theories and methods

Peter Auer, P. Auer, Jürgen Erich Schmidt, 2010 .

A Diversity of New Work Organization: Human-Centered, Lean, and In-Between

Peter Auer, P. Auer, Lowell Turner, 1994 .

41. The study of language and space in media discourse

Peter Auer, Jürgen Erich Schmidt, 2009 .

Introduction: Multilingualism as a problem? Monolingualism as a problem?

Peter Auer, Li Wei, P. Auer, 2007 .

From Context to Contextualization

Peter Auer, P. Auer, 1996 .

On the number of points of a homogeneous poisson process

Kurt Hornik, Peter Auer, P. Auer, 1994 .

Report to The American Physical Society of the study group on radionuclide release from severe accidents at nuclear power plants

Peter Auer, Andreas Acrivos, William A. Fowler, 1985 .

The contextualization of language

Peter Auer, Aldo Di Luzio, P. Auer, 1992 .

Subjective and Objective Parameters Determining "Salience" in Long-Term Dialect Accommodation.

Peter Auer, P. Auer, Birgit Barden, 1998 .

Code-switching in conversation: language, interaction and identity

Peter Auer, Zdenek Salzmann, P. Auer, 2000 .

12. Language and space: The linguistic dynamics approach

Peter Auer, Jürgen Erich Schmidt, 2009 .

One speaker, two languages: The pragmatics of code-switching: a sequential approach

Peter Auer, P. Auer, 1995 .

Introduction: Bilingual Conversation revisited

Peter Auer, P. Auer, 2013 .

Real-life speech production and perception have a shared premotor-cortical substrate

Andreas Schulze-Bonhage, Ad Aertsen, Tonio Ball, 2018, Scientific Reports.

The convergence and divergence of dialects in Europe. New and not so new developments in an old area

Peter Auer, Frans Hinskens, P. Auer, 1996 .

Introduction: John Gumperz’ Approach to Contextualization

Peter Auer, P. Auer, 1992 .

John J. Gumperz

Peter Auer, P. Auer, M. Heller, 2014 .

Pre- and post-positioning of wenn-clauses in spoken and written German

Peter Auer, P. Auer, 2000 .

The family of NU and NÅ across the languages of Europe and beyond: Structure, function, and history

Peter Auer, Yael Maschler, P. Auer, 2016 .

Delayed self-repairs as a structuring device for complex turns in conversation

Peter Auer, P. Auer, 2004 .

Is a stable workforce good for productivity

Peter Auer, Ibrahim Coulibaly, Janine Berg, 2005 .

Neurolinguistic and machine-learning perspectives on direct speech BCIs for restoration of naturalistic communication

Andreas Schulze-Bonhage, Ad Aertsen, Tonio Ball, 2017 .

22. Contact-induced grammatical change: A cautionary tale

Peter Auer, P. Auer, Jürgen Erich Schmidt, 2009 .

Chapter 9. Gaze, addressee selection and turn-taking in three-party interaction

Peter Auer, P. Auer, 2018, Advances in Interaction Studies.

From codeswitching via language mixing to fused lects

Peter Auer, P. Auer, 1999 .

Identification of Regional Varieties by Intonational Cues

Peter Gilles, Peter Auer, Jörg Peters, 2002, Language and speech.

Political borders and dialect divergence/convergence in Europe

Peter Auer, Frans Hinskens, Paul Kerswill, 2005 .

33. Dialect dictionaries - traditional and modern

Peter Auer, Jürgen Erich Schmidt, 2009 .

Bilingual conversation revisited

Peter Auer, P. Auer, 1998 .

Combining Classifiers for Improved Multilabel Image Classification

Peter Auer, Ronald Ortner, Martin Antenreiter, 2009 .

Dialect Change in Europe—Leveling and Convergence

Peter Auer, P. Auer, 2017 .

A system for transcribing talkin-interaction : GAT 2 translated and adapted for English

Peter Auer, Dagmar Barth-Weingarten, Jörg Peters, 2011 .