Shameem Puthiya Parambath

17 papers A* 1A 2B 2Misc 1Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Advanced Persistent Threats Based on Supply Chain Vulnerabilities: Challenges, Solutions, and Future Directions.
IEEE Internet Things J.
Zhuoran Tan, Shameem Puthiya Parambath, Christos Anagnostopoulos, Jeremy Singer, Angelos K. Marnerides
2025 J jnl
Distributed Log-driven Anomaly Detection System based on Evolving Decision Making.
CoRR
Zhuoran Tan, Qiyuan Wang, Christos Anagnostopoulos, Shameem Puthiya Parambath, Jeremy Singer, Sam Temple
2025 J jnl
Node selection using adversarial expert-based multi-armed bandits in distributed computing.
Computing
Saleh ALFahad, Shameem Puthiya Parambath, Christos Anagnostopoulos, Kostas Kolomvatsos
2025 J jnl
STaRFormer: Semi-Supervised Task-Informed Representation Learning via Dynamic Attention-Based Regional Masking for Sequential Data.
CoRR
Maximilian Forstenhäusler, Daniel Külzer, Christos Anagnostopoulos, Shameem Puthiya Parambath, Natascha Weber
2025 J jnl
Thompson sampling-based recursive block elimination for dynamic assignment under limited budget in pure-exploration.
Data Min. Knowl. Discov.
Shameem Puthiya Parambath, Christos Anagnostopoulos, Saleh Abdullah M. Alfahad
2024 B conf
CL-FML: Cluster-Based & Label-Aware Federated Meta-Learning for On-Demand Classification Tasks.
DSAA
Tahani Aladwani, Christos Anagnostopoulos, Shameem Puthiya Parambath, Fani Deligianni
2024 B conf
LIFE: Leader-driven Hierarchical & Inclusive Federated Learning.
IEEE Big Data
Wenhao Li, Christos Anagnostopoulos, Shameem Puthiya Parambath, Kevin Bryson
2024 — conf
Sequential Block Elimination for Dynamic Pricing.
ICDM (Workshops)
Shameem Puthiya Parambath, Saleh Abdullah M. Alfahad, Christos Anagnostopoulos, Kostas Kolomvatsos
2024 — conf
The Price of Labelling: A Two-Phase Federated Self-learning Approach.
ECML/PKDD (4)
Tahani Aladwani, Shameem Puthiya Parambath, Christos Anagnostopoulos, Fani Deligianni
2024 J jnl
Unified Semantic Log Parsing and Causal Graph Construction for Attack Attribution.
CoRR
Zhuoran Tan, Christos Anagnostopoulos, Shameem Puthiya Parambath, Jeremy Singer
2023 A* conf
FedDIP: Federated Learning with Extreme Dynamic Pruning and Incremental Regularization.
ICDM
Qianyu Long, Christos Anagnostopoulos, Shameem Puthiya Parambath, Daning Bi
2023 J jnl
FedDIP: Federated Learning with Extreme Dynamic Pruning and Incremental Regularization.
CoRR
Qianyu Long, Christos Anagnostopoulos, Shameem Puthiya Parambath, Daning Bi
2022 Misc conf
Parameter Tuning of Reranking-based Diversification Algorithms using Total Curvature Analysis.
ICTIR
Shameem Puthiya Parambath, Siwei Liu, Christos Anagnostopoulos, Roderick Murray-Smith, Iadh Ounis
2020 A conf
Popularity Agnostic Evaluation of Knowledge Graph Embeddings.
UAI
Aisha Mohamed, Shameem Puthiya Parambath, Zoi Kaoudi, Ashraf Aboulnaga
2017 J jnl
SAGA: A Submodular Greedy Algorithm For Group Recommendation.
CoRR
Shameem Puthiya Parambath, Nishant Vijayakumar, Sanjay Chawla
2016 A conf
A Coverage-Based Approach to Recommendation Diversity On Similarity Graph.
RecSys
Shameem Puthiya Parambath, Nicolas Usunier, Yves Grandvalet
2014 — conf
Optimizing F-Measures by Cost-Sensitive Classification.
NIPS
Shameem Puthiya Parambath, Nicolas Usunier, Yves Grandvalet