Sergey I. Nikolenko

According to our database1, Sergey I. Nikolenko authored at least 98 papers between 2003 and 2020.

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Bibliography

2020
RecVAE: A New Variational Autoencoder for Top-N Recommendations with Implicit Feedback.
Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

2019
Synthetic Data for Deep Learning.
CoRR, 2019

CommentsRadar: Dive into Unique Data on All Comments on the Web.
CoRR, 2019

Free-Lunch Saliency via Attention in Atari Agents.
CoRR, 2019

New Competitiveness Bounds for the Shared Memory Switch.
CoRR, 2019

Breast Tumor Cellularity Assessment using Deep Neural Networks.
CoRR, 2019

Adapting Convolutional Neural Networks for Geographical Domain Shift.
CoRR, 2019

Approximate Classifiers with Controlled Accuracy.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Robust Distributed Monitoring of Traffic Flows.
Proceedings of the 27th IEEE International Conference on Network Protocols, 2019

AspeRa: Aspect-Based Rating Prediction Model.
Proceedings of the Advances in Information Retrieval, 2019

Wear the Right Head: Comparing Strategies for Encoding Sentences for Aspect Extraction.
Proceedings of the Analysis of Images, Social Networks and Texts, 2019

Large-Scale Transfer Learning for Natural Language Generation.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Priority Queueing for Packets With Two Characteristics.
IEEE/ACM Trans. Netw., 2018

Admission control in shared memory switches.
J. Scheduling, 2018

Exploring convolutional neural networks and topic models for user profiling from drug reviews.
Multimedia Tools Appl., 2018

Medical concept normalization in social media posts with recurrent neural networks.
J. Biomed. Informatics, 2018

Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models.
CoRR, 2018

Sequence Learning with RNNs for Medical Concept Normalization in User-Generated Texts.
CoRR, 2018

Learning State Representations in Complex Systems with Multimodal Data.
CoRR, 2018

SEIGAN: Towards Compositional Image Generation by Simultaneously Learning to Segment, Enhance, and Inpaint.
CoRR, 2018

How to implement complex policies on existing network infrastructure.
Proceedings of the Symposium on SDN Research, 2018

Distributed Counting Along Lossy Paths Without Feedback.
Proceedings of the Structural Information and Communication Complexity, 2018

Formalizing Compute-Aggregate Problems in Cloud Computing.
Proceedings of the Structural Information and Communication Complexity, 2018

New Alternatives to Optimize Policy Classifiers.
Proceedings of the 2018 IEEE 26th International Conference on Network Protocols, 2018

Label Denoising with Large Ensembles of Heterogeneous Neural Networks.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Land Cover Classification From Satellite Imagery With U-Net and Lovasz-Softmax Loss.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Building Detection From Satellite Imagery Using a Composite Loss Function.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Land Cover Classification With Superpixels and Jaccard Index Post-Optimization.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Personal insights on three research directions in networked systems.
Proceedings of the 10th International Conference on Communication Systems & Networks, 2018

Concorde: Morphological Agreement in Conversational Models.
Proceedings of The 10th Asian Conference on Machine Learning, 2018

2017
Efficient FIB Representations on Distributed Platforms.
IEEE/ACM Trans. Netw., 2017

Heterogeneous packet processing in shared memory buffers.
J. Parallel Distributed Comput., 2017

Topic modelling for qualitative studies.
J. Inf. Sci., 2017

The impact of processing order on performance: A taxonomy of semi-FIFO policies.
J. Comput. Syst. Sci., 2017

Demographic Prediction Based on User Reviews about Medications.
Computación y Sistemas, 2017

Word Embeddings for User Profiling in Online Social Networks.
Computación y Sistemas, 2017

Network simplification preserving bandwidth and routing capabilities.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Throughput optimization with latency constraints.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

A programmable buffer management platform.
Proceedings of the 25th IEEE International Conference on Network Protocols, 2017

General ternary bit strings on commodity longest-prefix-match infrastructures.
Proceedings of the 25th IEEE International Conference on Network Protocols, 2017

Planning in compute-aggregate problems as optimization problems on graphs.
Proceedings of the 25th IEEE International Conference on Network Protocols, 2017

2016
Single and Multiple Buffer Processing.
Encyclopedia of Algorithms, 2016

Exploiting Order Independence for Scalable and Expressive Packet Classification.
IEEE/ACM Trans. Netw., 2016

Online Scheduling FIFO Policies with Admission and Push-Out.
Theory Comput. Syst., 2016

Large profits or fast gains: A dilemma in maximizing throughput with applications to network processors.
J. Netw. Comput. Appl., 2016

Communities of co-commenting in the Russian LiveJournal and their topical coherence.
Internet Research, 2016

Online recommender system for radio station hosting based on information fusion and adaptive tag-aware profiling.
Expert Syst. Appl., 2016

Mining Ethnic Content Online with Additively Regularized Topic Models.
Computación y Sistemas, 2016

Stable topic modeling for web science: granulated LDA.
Proceedings of the 8th ACM Conference on Web Science, 2016

Topic Quality Metrics Based on Distributed Word Representations.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Automated Prediction of Demographic Information from Medical User Reviews.
Proceedings of the Mining Intelligence and Knowledge Exploration, 2016

Additive Regularization for Topic Modeling in Sociological Studies of User-Generated Texts.
Proceedings of the Advances in Computational Intelligence, 2016

Stable Topic Modeling with Local Density Regularization.
Proceedings of the Internet Science - Third International Conference, 2016

How to represent IPv6 forwarding tables on IPv4 or MPLS dataplanes.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

On demand elastic capacity planning for service auto-scaling.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

Pseudo-bimodal community detection in Twitter-based networks.
Proceedings of the 8th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2016

FIB efficiency in distributed platforms.
Proceedings of the 24th IEEE International Conference on Network Protocols, 2016

BASEL (Buffer mAnagement SpEcification Language).
Proceedings of the 2016 Symposium on Architectures for Networking and Communications Systems, 2016

Constructing Aspect-Based Sentiment Lexicons with Topic Modeling.
Proceedings of the Analysis of Images, Social Networks and Texts, 2016

ARTM vs. LDA: an SVD Extension Case Study.
Proceedings of the Supplementary Proceedings of the Fifth International Conference on Analysis of Images, 2016

User Profiling in Text-Based Recommender Systems Based on Distributed Word Representations.
Proceedings of the Analysis of Images, Social Networks and Texts, 2016

2015
BASEL (Buffering Architecture SpEcification Language).
CoRR, 2015

Essential Traffic Parameters for Shared Memory Switch Performance.
Proceedings of the Structural Information and Communication Complexity, 2015

Detecting Opinion Polarisation on Twitter by Constructing Pseudo-Bimodal Networks of Mentions and Retweets.
Proceedings of the Information Retrieval, 2015

Inferring Sentiment-Based Priors in Topic Models.
Proceedings of the Advances in Artificial Intelligence and Its Applications, 2015

SVD-LDA: Topic Modeling for Full-Text Recommender Systems.
Proceedings of the Advances in Artificial Intelligence and Its Applications, 2015

Priority queueing with multiple packet characteristics.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Discerning Depression Propensity Among Participants of Suicide and Depression-Related Groups of Vk.com.
Proceedings of the Analysis of Images, Social Networks and Texts, 2015

A Probabilistic Rating System for Team Competitions with Individual Contributions.
Proceedings of the Analysis of Images, Social Networks and Texts, 2015

2014
Latent dirichlet allocation: stability and applications to studies of user-generated content.
Proceedings of the ACM Web Science Conference, 2014

Online Recommender System for Radio Station Hosting: Experimental Results Revisited.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

SAX-PAC (Scalable And eXpressive PAcket Classification).
Proceedings of the ACM SIGCOMM 2014 Conference, 2014

Shared Memory Buffer Management for Heterogeneous Packet Processing.
Proceedings of the IEEE 34th International Conference on Distributed Computing Systems, 2014

Strategies for Mitigating TCAM Space Bottlenecks.
Proceedings of the 22nd IEEE Annual Symposium on High-Performance Interconnects, 2014

Balancing work and size with bounded buffers.
Proceedings of the Sixth International Conference on Communication Systems and Networks, 2014

2013
BayesHammer: Bayesian clustering for error correction in single-cell sequencing.
BMC Genomics, 2013

Semi-supervised Tag Extraction in a Web Recommender System.
Proceedings of the Similarity Search and Applications - 6th International Conference, 2013

Towards efficient implementation of packet classifiers in SDN/OpenFlow.
Proceedings of the Second ACM SIGCOMM Workshop on Hot Topics in Software Defined Networking, 2013

Interval Semi-supervised LDA: Classifying Needles in a Haystack.
Proceedings of the Advances in Artificial Intelligence and Its Applications, 2013

Efficient demand assignment in multi-connected microgrids with a shared central grid.
Proceedings of the Sustainable Internet and ICT for Sustainability, 2013

Efficient demand assignment in multi-connected microgrids.
Proceedings of the Fourth International Conference on Future Energy Systems, 2013

Multi-queued network processors for packets with heterogeneous processing requirements.
Proceedings of the Fifth International Conference on Communication Systems and Networks, 2013

2012
SPAdes: A New Genome Assembly Algorithm and Its Applications to Single-Cell Sequencing.
Journal of Computational Biology, 2012

Continuous hard-to-invert functions and biometric authentication.
Groups Complexity Cryptology, 2012

FIFO Queueing Policies for Packets with Heterogeneous Processing.
Proceedings of the Design and Analysis of Algorithms, 2012

A taxonomy of Semi-FIFO policies.
Proceedings of the 31st IEEE International Performance Computing and Communications Conference, 2012

A Two-Step Soft Segmentation Procedure for MALDI Imaging Mass Spectrometry Data.
Proceedings of the German Conference on Bioinformatics 2012, 2012

Online Recommender System for Radio Station Hosting.
Proceedings of the Perspectives in Business Informatics Research, 2012

2011
A New Bayesian Rating System for Team Competitions.
Proceedings of the 28th International Conference on Machine Learning, 2011

Gate Elimination for Linear Functions and New Feebly Secure Constructions.
Proceedings of the Computer Science - Theory and Applications, 2011

2009
On complete one-way functions.
Probl. Inf. Transm., 2009

Complexity of Semialgebraic Proofs with Restricted Degree of Falsity.
J. Satisf. Boolean Model. Comput., 2009

The event bush as a semantic-based numerical approach to natural hazard assessment (exemplified by volcanology).
Comput. Geosci., 2009

A Feebly Secure Trapdoor Function.
Proceedings of the Computer Science, 2009

2008
New Combinatorial Complete One-Way Functions.
Proceedings of the STACS 2008, 2008

2005
Simulating Cutting Plane proofs with restricted degree of falsity by Resolution
Electronic Colloquium on Computational Complexity (ECCC), 2005

Directed Cycles in Bayesian Belief Networks: Probabilistic Semantics and Consistency Checking Complexity.
Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005

2003
Hard satisfiable formulas for DPLL-type algorithms
CoRR, 2003


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