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2020 – today
- 2024
[c38]Shiau Hong Lim, Laura Wynter:
Transformer Models with Explainability for IT Telemetry and Business Events. SSE 2024: 130-140- [c37]Achintya Kundu, Fabian Lim, Aaron Chew, Laura Wynter, Penny Chong, Rhui Dih Lee:
Efficiently Distilling LLMs for Edge Applications. NAACL (Industry Track) 2024: 52-62 - [i21]Achintya Kundu, Fabian Lim, Aaron Chew, Laura Wynter, Penny Chong, Rhui Dih Lee:
Efficiently Distilling LLMs for Edge Applications. CoRR abs/2404.01353 (2024) - [i20]Achintya Kundu, Rhui Dih Lee, Laura Wynter, Raghu Kiran Ganti, Mayank Mishra:
Enhancing Training Efficiency Using Packing with Flash Attention. CoRR abs/2407.09105 (2024) - [i19]Rhui Dih Lee, Laura Wynter, Raghu Kiran Ganti:
Flexible and Effective Mixing of Large Language Models into a Mixture of Domain Experts. CoRR abs/2408.17280 (2024) - 2023
- [c36]Zhikun Yuen, Paula Branco, Aaron Chew, Guy-Vincent Jourdan, Fabian Lim, Laura Wynter:
Are GNNs the Right Tool to Mine the Blockchain? The Case of the Bitcoin Generator Scam. DSAA 2023: 1-11 - [c35]Achintya Kundu, Laura Wynter, Rhui Dih Lee, Luis Angel D. Bathen:
Transfer-Once-For-All: AI Model Optimization for Edge. EDGE 2023: 26-35 - [c34]Penny Chong, Laura Wynter, Bharathi Chaudhury:
Multimodal Deep Learning with Boosted Trees for Edge Inference. ICDM (Workshops) 2023: 99-108 - [c33]Luis Angel D. Bathen, Simeon Babatunde, Rhui Dih Lee, Achintya Kundu, Laura Wynter:
M3: Towards Efficient Mixed Machine Learning Model Co-Location on Constrained Edge Devices. MILCOM 2023: 39-44 - [i18]Achintya Kundu, Laura Wynter, Rhui Dih Lee, Luis Angel D. Bathen:
TOFA: Transfer-Once-for-All. CoRR abs/2303.15485 (2023) - 2022
- [c32]Achintya Kundu, Pengqian Yu, Laura Wynter, Shiau Hong Lim:
Robustness and Personalization in Federated Learning: A Unified Approach via Regularization. EDGE 2022: 1-11 - [c31]Yu Chin, Fabian Lim, Laura Wynter, Shiau Hong Lim:
Order Constraints in Optimal Transport. ICML 2022: 13313-13333 - [c30]Shiau Hong Lim, Laura Wynter:
Q2R: A Query-to-Resolution System for Natural-Language Queries. NAACL-HLT (Industry Papers) 2022: 353-361 - [c29]Supriyo Ghosh, Laura Wynter, Shiau Hong Lim, Duc Thien Nguyen:
Neural-progressive hedging: Enforcing constraints in reinforcement learning with stochastic programming. UAI 2022: 707-717 - [p2]Pengqian Yu, Achintya Kundu, Laura Wynter, Shiau Hong Lim:
Personalized, Robust Federated Learning with Fed+. Federated Learning 2022: 99-123 - [p1]Pengqian Yu, Laura Wynter, Shiau Hong Lim:
Federated Reinforcement Learning for Portfolio Management. Federated Learning 2022: 467-482 - [i17]Supriyo Ghosh, Laura Wynter, Shiau Hong Lim, Duc Thien Nguyen:
Neural-Progressive Hedging: Enforcing Constraints in Reinforcement Learning with Stochastic Programming. CoRR abs/2202.13436 (2022) - 2021
- [c28]Supriyo Ghosh, Sean Laguna, Shiau Hong Lim, Laura Wynter, Hasan Poonawala:
A Deep Ensemble Method for Multi-Agent Reinforcement Learning: A Case Study on Air Traffic Control. ICAPS 2021: 468-476 - [c27]Antoine Grosnit, Desmond Cai, Laura Wynter:
Decentralized Deterministic Multi-Agent Reinforcement Learning. CDC 2021: 1548-1553 - [c26]Desmond Cai, Shiau Hong Lim, Laura Wynter:
Efficient Reinforcement Learning in Resource Allocation Problems Through Permutation Invariant Multi-task Learning. CDC 2021: 2270-2275 - [i16]Duc Thien Nguyen, Shiau Hong Lim, Laura Wynter, Desmond Cai:
Probabilistic Inference for Learning from Untrusted Sources. CoRR abs/2101.06171 (2021) - [i15]Desmond Cai, Shiau Hong Lim, Laura Wynter:
Efficient Reinforcement Learning in Resource Allocation Problems Through Permutation Invariant Multi-task Learning. CoRR abs/2102.09361 (2021) - [i14]Antoine Grosnit, Desmond Cai, Laura Wynter:
Decentralized Deterministic Multi-Agent Reinforcement Learning. CoRR abs/2102.09745 (2021) - [i13]Fabian Lim, Laura Wynter, Shiau Hong Lim:
Order Constraints in Optimal Transport. CoRR abs/2110.07275 (2021) - 2020
- [c25]Desmond Cai, Duc Thien Nguyen, Shiau Hong Lim, Laura Wynter:
Variational Bayesian Inference for Crowdsourcing Predictions. CDC 2020: 3166-3172 - [i12]Supriyo Ghosh, Sean Laguna, Shiau Hong Lim, Laura Wynter, Hasan Poonawala:
A Deep Ensemble Multi-Agent Reinforcement Learning Approach for Air Traffic Control. CoRR abs/2004.01387 (2020) - [i11]Desmond Cai, Duc Thien Nguyen, Shiau Hong Lim, Laura Wynter:
Variational Bayesian Inference for Crowdsourcing Predictions. CoRR abs/2006.00778 (2020) - [i10]Heiko Ludwig, Nathalie Baracaldo, Gegi Thomas, Yi Zhou, Ali Anwar, Shashank Rajamoni, Yuya Jeremy Ong, Jayaram Radhakrishnan, Ashish Verma, Mathieu Sinn, Mark Purcell, Ambrish Rawat, Tran Ngoc Minh, Naoise Holohan, Supriyo Chakraborty, Shalisha Witherspoon, Dean Steuer, Laura Wynter, Hifaz Hassan, Sean Laguna, Mikhail Yurochkin, Mayank Agarwal, Ebube Chuba, Annie Abay:
IBM Federated Learning: an Enterprise Framework White Paper V0.1. CoRR abs/2007.10987 (2020) - [i9]Pengqian Yu, Laura Wynter, Shiau Hong Lim:
Fed+: A Family of Fusion Algorithms for Federated Learning. CoRR abs/2009.06303 (2020)
2010 – 2019
- 2019
- [j12]Gavin Yeo, Shiau Hong Lim, Laura Wynter
, Hifaz Hassan:
MPA-IBM Project SAFER: Sense-Making Analytics for Maritime Event Recognition. INFORMS J. Appl. Anal. 49(4): 269-280 (2019) - [c24]Sebastien Blandin, Laura Wynter, Hasan Poonawala, Sean Laguna, Basile Dura:
FASTER: Fusion AnalyticS for public Transport Event Response. AAMAS 2019: 1404-1412 - [c23]Marc Jourdan, Sebastien Blandin, Laura Wynter, Pralhad Deshpande:
A Probabilistic Model of the Bitcoin Blockchain. CVPR Workshops 2019: 2784-2792 - [c22]Shiau Hong Lim, Hasan Poonawala, Laura Wynter:
Combining Micro and Macro Features for Online Pattern-of-Life Movement Prediction. ICDM Workshops 2019: 587-594 - [c21]Jingfeng Zhang, Bo Han, Laura Wynter, Bryan Kian Hsiang Low, Mohan S. Kankanhalli:
Towards Robust ResNet: A Small Step but a Giant Leap. IJCAI 2019: 4285-4291 - [i8]Jingfeng Zhang, Bo Han, Laura Wynter, Kian Hsiang Low, Mohan S. Kankanhalli:
Towards Robust ResNet: A Small Step but A Giant Leap. CoRR abs/1902.10887 (2019) - [i7]Baoyang Song, Hasan Poonawala, Laura Wynter, Sebastien Blandin:
Robust commuter movement inference from connected mobile devices. CoRR abs/1903.01045 (2019) - [i6]Karthik Nandakumar, Sebastien Blandin, Laura Wynter:
High-frequency crowd insights for public safety and congestion control. CoRR abs/1904.10180 (2019) - [i5]Sebastien Blandin, Laura Wynter, Hasan Poonawala, Sean Laguna, Basile Dura:
FASTER: Fusion AnalyticS for public Transport Event Response. CoRR abs/1906.03040 (2019) - 2018
- [c20]Marc Jourdan, Sebastien Blandin, Laura Wynter, Pralhad Deshpande:
Characterizing Entities in the Bitcoin Blockchain. ICDM Workshops 2018: 55-62 - [c19]Baoyang Song, Hasan Poonawala, Laura Wynter, Sebastien Blandin:
Robust Commuter Movement Inference from Connected Mobile Devices. ICDM Workshops 2018: 640-647 - [i4]Jingfeng Zhang, Laura Wynter:
Smooth Inter-layer Propagation of Stabilized Neural Networks for Classification. CoRR abs/1809.10315 (2018) - [i3]Marc Jourdan, Sebastien Blandin, Laura Wynter, Pralhad Deshpande:
Characterizing Entities in the Bitcoin Blockchain. CoRR abs/1810.11956 (2018) - [i2]Marc Jourdan, Sebastien Blandin, Laura Wynter, Pralhad Deshpande:
A Probabilistic Model of the Bitcoin Blockchain. CoRR abs/1812.05451 (2018) - 2017
- [c18]Soham Ghosh, Muhammad Tayyab Asif, Laura Wynter:
Denoising autoencoders for fast real-time traffic estimation on urban road networks. CDC 2017: 6307-6312 - [c17]Truc Viet Le, Baoyang Song, Laura Wynter:
Real-time prediction of length of stay using passive Wi-Fi sensing. ICC 2017: 1-6 - [i1]Baoyang Song, Laura Wynter:
Real-time public transport service-level monitoring using passive WiFi: a spectral clustering approach for train timetable estimation. CoRR abs/1703.00759 (2017) - 2016
- [j11]Saif Eddin G. Jabari, Laura Wynter:
Sensor placement with time-to-detection guarantees. EURO J. Transp. Logist. 5(4): 415-433 (2016) - [c16]Lucie Desfontaines, Laura Wynter:
Optimal decentralized queuing system with diversion: Using incentives to influence behavior. CDC 2016: 1912-1919 - [c15]Hasan Poonawala, Vinay Kolar, Sebastien Blandin, Laura Wynter, Sambit Sahu:
Singapore in Motion: Insights on Public Transport Service Level Through Farecard and Mobile Data Analytics. KDD 2016: 589-598 - 2014
- [c14]Yuye He, Sebastien Blandin, Laura Wynter, Barry M. Trager:
Analysis and Real-Time Prediction of Local Incident Impact on Transportation Networks. ICDM Workshops 2014: 158-166 - 2013
- [c13]Jingrui He, Wei Shen, Phani Divakaruni, Laura Wynter, Rick Lawrence:
Improving Traffic Prediction with Tweet Semantics. IJCAI 2013: 1387-1393 - 2012
- [c12]Wei Shen, Laura Wynter:
Real-time road traffic fusion and prediction with GPS and fixed-sensor data. FUSION 2012: 1468-1475 - 2011
- [j10]Tansu Alpcan, Rachid El Azouzi, Nahum Shimkin, Laura Wynter:
Guest Editorial - Special Issue on Game Theory in Communication Networks. Telecommun. Syst. 47(1-2): 1-2 (2011) - 2010
- [j9]Tieming Liu, Chinnatat Methapatara, Laura Wynter:
Revenue management model for on-demand IT services. Eur. J. Oper. Res. 207(1): 401-408 (2010) - [c11]Jingrui He, Qing He, Grzegorz Swirszcz, Yiannis Kamarianakis, Rick Lawrence, Wei Shen, Laura Wynter:
Ensemble-Based Method for Task 2: Predicting Traffic Jam. ICDM Workshops 2010: 1363-1365 - [c10]Wei Shen, Yiannis Kamarianakis, Laura Wynter, Jingrui He, Qing He, Rick Lawrence, Grzegorz Swirszcz:
Traffic Velocity Prediction Using GPS Data: IEEE ICDM Contest Task 3 Report. ICDM Workshops 2010: 1369-1371
2000 – 2009
- 2009
- [r1]Laura Wynter:
Stochastic Bilevel Programs. Encyclopedia of Optimization 2009: 3736-3743 - 2007
- [j8]Parijat Dube, Zhen Liu, Laura Wynter, Cathy H. Xia:
Competitive equilibrium in e-commerce: Pricing and outsourcing. Comput. Oper. Res. 34(12): 3541-3559 (2007) - [j7]Parijat Dube, Corinne Touati, Laura Wynter:
Capacity planning, quality of service and price wars. SIGMETRICS Perform. Evaluation Rev. 35(3): 31-33 (2007) - 2006
- [j6]Eitan Altman, Thomas Boulogne, Rachid El Azouzi, Tania Jiménez, Laura Wynter:
A survey on networking games in telecommunications. Comput. Oper. Res. 33: 286-311 (2006) - [j5]Zhen Liu, Laura Wynter, Cathy H. Xia, Fan Zhang:
Parameter inference of queueing models for IT systems using end-to-end measurements. Perform. Evaluation 63(1): 36-60 (2006) - [c9]Dimitrios E. Pendarakis, Jeremy Silber, Laura Wynter:
Autonomic Management of Stream Processing Applications via Adaptive Bandwidth Control. ICDCS 2006: 7 - 2004
- [j4]Laura Wynter:
Optimizing Proportionally Fair Prices. Telecommun. Syst. 27(1): 67-83 (2004) - [j3]Patrice Marcotte, Laura Wynter:
A New Look at the Multiclass Network Equilibrium Problem. Transp. Sci. 38(3): 282-292 (2004) - [c8]Zhen Liu, Vishal Misra, Laura Wynter:
Dynamic offloading in a multi-provider environment: a behavioral framework for use in influencing peering. CCGRID 2004: 449-458 - [c7]Yezekael Hayel, Laura Wynter, Parijat Dube:
Analysis of a Yield Managementmodel for on Demand Computing Centers. I3E 2004: 359-372 - [c6]Corinne Touati, Parijat Dube, Laura Wynter:
Performance Planning, Quality-of-Service, and Pricing under Competition. NETWORKING 2004: 442-453 - [c5]Laura Wynter, Cathy H. Xia, Fan Zhang:
Parameter inference of queueing models for IT systems using end-to-end measurements. SIGMETRICS 2004: 408-409 - 2003
- [c4]Parijat Dube, Zhen Liu, Laura Wynter, Cathy H. Xia:
Outsourcing and price-QoS equilibrium for e-commerce and Internet firms: IT on-demand. CDC 2003: 5801-5806 - [c3]Mustapha Bouhtou, Madiagne Diallo, Laura Wynter:
Capacitated Network Revenue Management through Shadow Pricing. Networked Group Communication 2003: 342-351 - [c2]Zhen Liu, Laura Wynter, Cathy H. Xia:
Pricing and QoS of information services in a competitive market (extended abstract). EC 2003: 188-189 - [c1]Zhen Liu, Laura Wynter, Cathy H. Xia:
Usage-based versus flat pricing for e-business services with differentiated QoS. CEC 2003: 355-362
1990 – 1999
- 1999
- [j2]Michael Patriksson, Laura Wynter:
Stochastic mathematical programs with equilibrium constraints. Oper. Res. Lett. 25(4): 159-167 (1999) - 1996
- [j1]Frank Southworth, Laura Wynter:
Bibliographic Section. Transp. Sci. 30(3): 270-272 (1996)
Coauthor Index
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