Society has reached a point of no return, one that leaves us completely reliant on omnipresent ICT-mediated communication. Mobile and sensor-rich portable devices connect millions of humans with Petabytes of data and numerous on-line services. However, tearing down the physical-digital barrier in a scalable fashion requires both radically novel algorithmic knowledge and in-depth understanding of humans and societies. We will deliver major theoretical advances in real-time intelligent information management of large datasets including online social networks, mobile devices and humans in physical space by delivering three functions: “alert”, by real-time location-aware knowledge acquisition, analysis and visualization; “response”, through on-demand composition and coordination of large teams; and effective “communication”, through recommendation and personalization.
Publication date
2018
SIAM JOURNAL ON COMPUTING, 47 (3)., pp. 675-702. ISSN 0097-5397
In: 41st International Symposium on Mathematical Foundations of Computer Science, MFCS 2016 Leibniz International Proceedings in Informatics (LIPIcs) (58) Schloss Dagstuhl Leibniz-Zentrum für Informatik, Dagstuhl, pp. 34:1-34:14. ISSN 1868-8969
A Single-Exponential Fixed-Parameter Algorithm for Distance-Hereditary Vertex Deletion
In: 43rd International Colloquium on Automata, Languages, and Programming (ICALP 2016) Leibniz International Proceedings in Informatics (LIPIcs) (55) Schloss Dagstuhl Leibniz-Zentrum für Informatik, Dagstuhl, pp. 28:1-28:15. ISSN 1868-8969
Double-Exponential and Triple-Exponential Bounds for Choosability Problems Parameterized by Treewidth.
In: 29th Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2018 Society for Industrial and Applied Mathematics (SIAM), Philadelphia (PA), pp. 2357-2376.
Algorithms based on ∗-algebras, and their applications to isomorphism of polynomials with one secret, group isomorphism, and polynomial identity testing
In: Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP Association for Computational Linguistics, Stroudsburg, pp. 83-89.
Evaluating multi-sense embeddings for semantic resolution monolingually and in word translation
In: 41st International Symposium on Mathematical Foundations of Computer Science, MFCS 2016 Schloss Dagstuhl Leibniz-Zentrum für Informatik, Dagstuhl, pp. 21:1-21:14. ISSN 1868-8969