Sandra Zilles

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 57

Top Venues

University of Kaiserslautern (PHD)

Education History

University of Kaiserslautern

PHD

Publications

Shaun M. Fallat, Valerii Maliuk, Seyed Ahmad Mojallal, Sandra Zilles
Learning Hypertrees From Shortest Path Queries. ALT (2024)
Mohamadsadegh Khosravani, Sandra Zilles
Using Sum-Product Networks to Assess Uncertainty in Deep Active Learning. Trans. Mach. Learn. Res. 2024 (2024)
Yuan Xue, Boting Yang, Sandra Zilles
The zero-visibility cops and robber game on graph products. Theor. Comput. Sci. 1007 (2024)
Abu Mohammad Hammad Ali, Boting Yang, Sandra Zilles
Approximation Algorithms for Preference Aggregation Using CP-Nets. AAAI (2024)
S. Mahmoud Mousawi, Sandra Zilles
Positive Characteristic Sets for Relational Pattern Languages. SOFSEM (2024)
Shaun M. Fallat, David G. Kirkpatrick, Hans Ulrich Simon, Abolghasem Soltani, Sandra Zilles
On Batch Teaching Without Collusion. J. Mach. Learn. Res. 24 (2023)
Dana Fisman, Hadar Frenkel, Sandra Zilles
Inferring Symbolic Automata. Log. Methods Comput. Sci. 19 (2) (2023)
Yuan Xue, Boting Yang, Sandra Zilles, Lusheng Wang
Fast searching on cactus graphs. J. Comb. Optim. 45 (3) (2023)
Abu Mohammad Hammad Ali, Boting Yang, Sandra Zilles
Approximation Algorithms for Preference Aggregation Using CP-Nets. CoRR (2023)
N. C. Ruckiya Sinorina, Howard J. Hamilton, Sandra Zilles
Efficient Removal of Weak Associations in Consensus Clustering. ICAART (3) (2022)
Farnam Mansouri, Sandra Zilles
A Labelled Sample Compression Scheme of Size at Most Quadratic in the VC Dimension. CoRR (2022)
Elham Parhizkar, Mohammad Hossein Nikravan, Robert C. Holte, Sandra Zilles
Using Change Detection to Adapt to Dynamically Changing Trustees. AI (2022)
Yuan Xue, Boting Yang, Sandra Zilles
Fast Searching on k-Combinable Graphs. AAIM (2022)
Dana Fisman, Hadar Frenkel, Sandra Zilles
Inferring Symbolic Automata. CSL (2022)
Mohamadsadegh Khosravani, Sandra Zilles
Actively Learning Deep Neural Networks with Uncertainty Sampling Based on Sum-Product Networks. CoRR (2022)
Robert C. Holte, S. Mahmoud Mousawi, Sandra Zilles
Distinguishing Relational Pattern Languages With a Small Number of Short Strings. ALT (2022)
Yuan Xue, Boting Yang, Sandra Zilles
A simple method for proving lower bounds in the zero-visibility cops and robber game. J. Comb. Optim. 43 (5) (2022)
Farnam Mansouri, Hans Simon, Adish Singla, Sandra Zilles
On Batch Teaching with Sample Complexity Bounded by VCD. NeurIPS (2022)
Abu Mohammad Hammad Ali, Howard J. Hamilton, Elizabeth Rayner, Boting Yang, Sandra Zilles
Aggregating Preferences Represented by Conditional Preference Networks. ADT (2021)
Mohammad Hossein Nikravan, Marjan Movahedan, Sandra Zilles
Precision-based Boosting. AAAI (2021)
Dana Fisman, Hadar Frenkel, Sandra Zilles
Inferring Symbolic Automata. CoRR (2021)
M. Amir Salmaninejad, Sandra Zilles, René V. Mayorga
Motion Path Planning of Two Robot Arms in a Common Workspace. SMC (2020)
Ashwani Kumar, Ali Hosseinnia, Alla Gagarinova, Sadhna Phanse, Sunyoung Kim, Khaled A Aly, Sandra Zilles, Mohan Babu
A Gaussian process-based definition reveals new and bona fide genetic interactions compared to a multiplicative model in the Gram-negative Escherichia coli. Bioinform. 36 (3) (2020)
Fahimeh Bayeh, Ziyuan Gao, Sandra Zilles
Finitely distinguishable erasing pattern languages. Theor. Comput. Sci. 808 (2020)
Dana Fisman, Hadar Frenkel, Sandra Zilles
Inferring Symbolic Automata. CoRR (2020)
Eisa Alanazi, Malek Mouhoub, Sandra Zilles
The complexity of exact learning of acyclic conditional preference networks from swap examples. Artif. Intell. 278 (2020)
Elham Parhizkar, Mohammad Hossein Nikravan, Robert C. Holte, Sandra Zilles
Combining Direct Trust and Indirect Trust in Multi-Agent Systems. IJCAI (2020)
Yuan Xue, Boting Yang, Farong Zhong, Sandra Zilles
A Partition Approach to Lower Bounds for Zero-Visibility Cops and Robber. IWOCA (2019)
David G. Kirkpatrick, Hans Ulrich Simon, Sandra Zilles
Optimal Collusion-Free Teaching. ALT (2019)
Elham Parhizkar, Mohammad Hossein Nikravan, Sandra Zilles
Indirect Trust is Simple to Establish. IJCAI (2019)
David G. Kirkpatrick, Hans Ulrich Simon, Sandra Zilles
Optimal Collusion-Free Teaching. CoRR (2019)
Robert C. Holte, Sandra Zilles
On the Optimal Efficiency of Cost-Algebraic A. AAAI (2019)
Yuan Xue, Boting Yang, Sandra Zilles
New Results on the Zero-Visibility Cops and Robber Game. AAIM (2019)
Ziyuan Gao, Hans Ulrich Simon, Sandra Zilles
On the teaching complexity of linear sets. Theor. Comput. Sci. 716 (2018)
Yuan Xue, Boting Yang, Farong Zhong, Sandra Zilles
The Fast Search Number of a Complete k-Partite Graph. Algorithmica 80 (12) (2018)
Eisa Alanazi, Malek Mouhoub, Sandra Zilles
Interactive Learning of Acyclic Conditional Preference Networks. CoRR (2018)
Xiaojin Zhu, Adish Singla, Sandra Zilles, Anna N. Rafferty
An Overview of Machine Teaching. CoRR (2018)
Ziyuan Gao, Zeinab Mazadi, Regan Meloche, Hans Ulrich Simon, Sandra Zilles
Distinguishing pattern languages with membership examples. Inf. Comput. 256 (2017)
Mehdi Sadeqi, Robert C. Holte, Sandra Zilles
An Empirical Study of the Effects of Spurious Transitions on Abstraction-based Heuristics. CoRR (2017)
Jingwei Chen, Robert C. Holte, Sandra Zilles, Nathan R. Sturtevant
Front-to-End Bidirectional Heuristic Search with Near-Optimal Node Expansions. IJCAI (2017)
Ziyuan Gao, David G. Kirkpatrick, Christoph Ries, Hans Ulrich Simon, Sandra Zilles
Preference-based Teaching of Unions of Geometric Objects. ALT (2017)
Jürgen Eckerle, Jingwei Chen, Nathan R. Sturtevant, Sandra Zilles, Robert C. Holte
Sufficient Conditions for Node Expansion in Bidirectional Heuristic Search. ICAPS (2017)
Ziyuan Gao, Christoph Ries, Hans Ulrich Simon, Sandra Zilles
Preference-based Teaching. CoRR (2017)
Jingwei Chen, Robert C. Holte, Sandra Zilles, Nathan R. Sturtevant
Front-to-End Bidirectional Heuristic Search with Near-Optimal Node Expansions. CoRR (2017)
Fahimeh Bayeh, Ziyuan Gao, Sandra Zilles
Erasing Pattern Languages Distinguishable by a Finite Number of Strings. ALT (2017)
Ziyuan Gao, Christoph Ries, Hans Ulrich Simon, Sandra Zilles
Preference-based Teaching. J. Mach. Learn. Res. 18 (2017)
Levi H. S. Lelis, Roni Stern, Shahab Jabbari Arfaee, Sandra Zilles, Ariel Felner, Robert C. Holte
Predicting optimal solution costs with bidirectional stratified sampling in regular search spaces. Artif. Intell. 230 (2016)
Shankar Vembu, Sandra Zilles
Interactive Learning from Multiple Noisy Labels. CoRR (2016)
Malte Darnstädt, Thorsten Kiss, Hans Ulrich Simon, Sandra Zilles
Order compression schemes. Theor. Comput. Sci. 620 (2016)
Ziyuan Gao, Christoph Ries, Hans Ulrich Simon, Sandra Zilles
Preference-based Teaching. COLT (2016)
Shankar Vembu, Sandra Zilles
Interactive Learning from Multiple Noisy Labels. ECML/PKDD (1) (2016)
Yuan Xue, Boting Yang, Farong Zhong, Sandra Zilles
Fast Searching on Complete k-partite Graphs. COCOA (2016)
Ziyuan Gao, Frank Stephan, Sandra Zilles
Partial learning of recursively enumerable languages. Theor. Comput. Sci. 620 (2016)
Levi H. S. Lelis, Santiago Franco, Marvin Abisrror, Mike Barley, Sandra Zilles, Robert C. Holte
Heuristic Subset Selection in Classical Planning. IJCAI (2016)
Eisa Alanazi, Malek Mouhoub, Sandra Zilles
The Complexity of Learning Acyclic CP-Nets. IJCAI (2016)
Hassan Waqar Ahmad, Sandra Zilles, Howard J. Hamilton, Richard Dosselmann
Prediction of retail prices of products using local competitors. Int. J. Bus. Intell. Data Min. 11 (1) (2016)
Achilles Beros, Ziyuan Gao, Sandra Zilles
Classifying the Arithmetical Complexity of Teaching Models. ALT (2016)
Ziyuan Gao, Hans Ulrich Simon, Sandra Zilles
On the Teaching Complexity of Linear Sets. ALT (2015)
Hans Ulrich Simon, Sandra Zilles
Open Problem: Recursive Teaching Dimension Versus VC Dimension. COLT (2015)
Mohammad Hossein Nikravan, Ashwani Kumar, Sandra Zilles
Detecting Transmembrane Proteins Using Decision Trees. Discovery Science (2015)
Ziyuan Gao, Frank Stephan, Sandra Zilles
Combining Models of Approximation with Partial Learning. ALT (2015)
Ziyuan Gao, Frank Stephan, Sandra Zilles
Combining Models of Approximation with Partial Learning. CoRR (2015)
Rahim Samei, Pavel Semukhin, Boting Yang, Sandra Zilles
Algebraic methods proving Sauer's bound for teaching complexity. Theor. Comput. Sci. 558 (2014)
Rahim Samei, Pavel Semukhin, Boting Yang, Sandra Zilles
Sample Compression for Multi-label Concept Classes. COLT (2014)
Zeinab Mazadi, Ziyuan Gao, Sandra Zilles
Distinguishing Pattern Languages with Membership Examples. LATA (2014)
Levi H. S. Lelis, Roni Stern, Ariel Felner, Sandra Zilles, Robert C. Holte
Predicting optimal solution cost with conditional probabilities - Predicting optimal solution cost. Ann. Math. Artif. Intell. 72 (3-4) (2014)
Thorsten Doliwa, Gaojian Fan, Hans Ulrich Simon, Sandra Zilles
Recursive teaching dimension, VC-dimension and sample compression. J. Mach. Learn. Res. 15 (1) (2014)
Mehdi Sadeqi, Robert C. Holte, Sandra Zilles
A Comparison of h 2 and MMM for Mutex Pair Detection Applied to Pattern Databases. Canadian Conference on AI (2014)
Peter Auer, Alexander Clark, Thomas Zeugmann, Sandra Zilles
Editors' Introduction. ALT (2014)
Muhammad Rezaul Karim, Sandra Zilles
Robust Features for Detecting Evasive Spammers in Twitter. Canadian Conference on AI (2014)
Rahim Samei, Boting Yang, Sandra Zilles
Generalizing Labeled and Unlabeled Sample Compression to Multi-label Concept Classes. ALT (2014)
David G. Kirkpatrick, Boting Yang, Sandra Zilles
A Polynomial-Time Algorithm for Computing the Resilience of Arrangements of Ray Sensors. Int. J. Comput. Geom. Appl. 24 (3) (2014)
Malte Darnstädt, Thorsten Doliwa, Hans Ulrich Simon, Sandra Zilles
Order Compression Schemes. ALT (2013)
Levi H. S. Lelis, Sandra Zilles, Robert C. Holte
Stratified tree search: a novel suboptimal heuristic search algorithm. AAMAS (2013)
Ziyuan Gao, Frank Stephan, Sandra Zilles
Partial Learning of Recursively Enumerable Languages. ALT (2013)
Mehdi Sadeqi, Robert C. Holte, Sandra Zilles
Detecting Mutex Pairs in State Spaces by Sampling. Australasian Conference on Artificial Intelligence (2013)
Cristina E. Manfredotti, Kim Steenstrup Pedersen, Howard J. Hamilton, Sandra Zilles
Learning Models of Activities Involving Interacting Objects. IDA (2013)
Sanjay Jain, Samuel E. Moelius III, Sandra Zilles
Learning without coding. Theor. Comput. Sci. 473 (2013)
Levi H. S. Lelis, Sandra Zilles, Robert C. Holte
Predicting the size of IDA*'s search tree. Artif. Intell. 196 (2013)
Mehdi Sadeqi, Robert C. Holte, Sandra Zilles
Using Coarse State Space Abstractions to Detect Mutex Pairs. SARA (2013)
Levi H. S. Lelis, Shahab Jabbari Arfaee, Sandra Zilles, Robert C. Holte
Learning Heuristic Functions Faster by Using Predicted Solution Costs. SOCS (2012)
Shahin Jabbari, Robert C. Holte, Sandra Zilles
PAC-Learning with General Class Noise Models. KI (2012)
Levi Lelis, Roni Stern, Ariel Felner, Sandra Zilles, Robert C. Holte
Predicting Optimal Solution Cost with Bidirectional Stratified Sampling. ICAPS (2012)
Rahim Samei, Pavel Semukhin, Boting Yang, Sandra Zilles
Sauer's Bound for a Notion of Teaching Complexity. ALT (2012)
Levi H. S. Lelis, Roni Stern, Ariel Felner, Sandra Zilles, Robert C. Holte
Predicting Optimal Solution Cost with Bidirectional Stratified Sampling (Abstract). SOCS (2012)
Levi Lelis, Sandra Zilles, Robert C. Holte
Fast and Accurate Predictions of IDA*'s Performance. AAAI (2012)
Xiaomin Zhang, Sandra Zilles, Robert C. Holte
Improved Query Suggestion by Query Search. KI (2012)
Michael Geilke, Sandra Zilles
Polynomial-Time Algorithms for Learning Typed Pattern Languages. LATA (2012)
Shahab Jabbari Arfaee, Sandra Zilles, Robert C. Holte
Learning heuristic functions for large state spaces. Artif. Intell. 175 (16-17) (2011)
Samuel E. Moelius, Sandra Zilles
Erratum: Learning without Coding. ALT (2011)
Paolo Viappiani, Sandra Zilles, Howard J. Hamilton, Craig Boutilier
Learning Complex Concepts Using Crowdsourcing: A Bayesian Approach. ADT (2011)
Levi Lelis, Sandra Zilles, Robert C. Holte
Improved Prediction of IDA*'s Performance via Epsilon-Truncation. SOCS (2011)
Levi Lelis, Sandra Zilles, Robert C. Holte
Time Complexity of Iterative-Deepening A*: The Informativeness Pathology (Abstract). AAAI (2011)
Paolo Viappiani, Sandra Zilles, Howard J. Hamilton, Craig Boutilier
A Bayesian Concept Learning Approach to Crowdsourcing. Interactive Decision Theory and Game Theory (2011)
Sandra Zilles, Steffen Lange, Robert Holte, Martin Zinkevich
Models of Cooperative Teaching and Learning. J. Mach. Learn. Res. 12 (2011)
Paolo Viappiani, Sandra Zilles, Howard J. Hamilton, Craig Boutilier
A Bayesian Concept Learning Approach to Crowdsourcing. ITWP@IJCAI (2011)
Cristina E. Manfredotti, David J. Fleet, Howard J. Hamilton, Sandra Zilles
Simultaneous Tracking and Activity Recognition. ICTAI (2011)
Michael Geilke, Sandra Zilles
Learning Relational Patterns. ALT (2011)
Gábor Lugosi, Sandra Zilles
Preface. Theor. Comput. Sci. 412 (19) (2011)
David G. Kirkpatrick, Sandra Zilles
Competitive Search in Symmetric Trees. WADS (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sandra Zilles