Sandra Zilles

21 papers · 2011–2024 · 6 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🧭 Keyword Pioneer 🗺️ Taxonomy Completionist (21) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🏃 Academic Marathon (13) 🔬 Deep Specialist (13) 🏆 Keyword Champion (2) 🗃️ Keyword Collector (73) 💎 Century Club (21) 🔥 Unstoppable (6) 📈 Trend Setter 🚀 Conference Pioneer

Conferences

ALT (5) IJCAI (5) JMLR (4) AAAI (3) COLT (3) NIPS (1)

Top co-authors

Robert C. Holte (5) Hans U. Simon (4) Ziyuan Gao (4) David Kirkpatrick (3) Mohammad Hossein Nikravan (3) Christoph Ries (3) Hans Simon (3) Elham Parhizkar (2) Boting Yang (2) Santiago Franco (1)

Keywords

concept class (7) teaching dimension (7) recursive teaching dimension (5) preference-based teaching (4) sample compression (3) sample complexity (3) learning theory (3) search algorithm (2) pattern language (2) vc dimension (2) batch teaching (2) teaching complexity (2) indirect trust (2) heuristic search (2) trust computation (2) multi-agent system (2) ensemble classification (1) query complexity (1) concept learning (1) multi-label classification (1)

Papers

Approximation Algorithms for Preference Aggregation Using CP-Nets AAAI 2024

Learning Hypertrees From Shortest Path Queries ALT 2024

On Batch Teaching Without Collusion JMLR 2023

On Batch Teaching with Sample Complexity Bounded by VCD NIPS 2022

Distinguishing Relational Pattern Languages With a Small Number of Short Strings ALT 2022

Precision-based Boosting AAAI 2021

Combining Direct Trust and Indirect Trust in Multi-Agent Systems IJCAI 2020

Indirect Trust is Simple to Establish IJCAI 2019

Optimal Collusion-Free Teaching ALT 2019

On the Optimal Efficiency of Cost-Algebraic A* AAAI 2019

Preference-based Teaching of Unions of Geometric Objects ALT 2017

Front-to-End Bidirectional Heuristic Search with Near-Optimal Node Expansions IJCAI 2017

Preference-based Teaching JMLR 2017

Erasing Pattern Languages Distinguishable by a Finite Number of Strings ALT 2017

Heuristic Subset Selection in Classical Planning IJCAI 2016

Preference-based Teaching COLT 2016

The Complexity of Learning Acyclic CP-Nets IJCAI 2016

Open Problem: Recursive Teaching Dimension Versus VC Dimension COLT 2015

Sample Compression for Multi-label Concept Classes COLT 2014

Recursive Teaching Dimension, VC-Dimension and Sample Compression JMLR 2014

Models of Cooperative Teaching and Learning JMLR 2011