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Author

Arda Fazla

Observed name: Fazla, Arda
ORCID: 0000-0001-6763-7266
Observed ORCID: 0000-0001-6763-7266
OpenAlex ID: A5072651639
Numerical Weather Forecasting Using Convolutional-LSTM With Attention and Context Matcher Mechanisms
2024 · Selim Furkan Tekin, Arda Fazla, et al. · IEEE Transactions on Geoscience and Remote Sensing · 45
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Semi-Automatic Annotation For Visual Object Tracking
2021 · Kutalmis Gokalp Ince, Aybora Koksal, et al. · IEEE International Conference on Computer Vision Workshops · 16
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Joint optimization of linear and nonlinear models for sequential regression
2022 · Arda Fazla, Mustafa E. Aydin, et al. · Digital Signal Processing · 11
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Lower Bounds and Proximally Anchored SGD for Non-Convex Minimization Under Unbounded Variance
2026 · Fazla, Arda, Kaya, Ege C., et al. · arXiv (Cornell University) · 5
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Context-Aware Ensemble Learning for Time Series
2022 · Fazla, Arda, Aydin, Mustafa Enes, et al. · arXiv (Cornell University) · 4
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Time-Aware and Context-Sensitive Ensemble Learning for Sequential Data
2023 · Arda Fazla, Mustafa E. Aydin, et al. · IEEE Transactions on Artificial Intelligence · 2
Semi-Automatic Video Annotation For Object Detection
2021 · Kutalmış Gökalp İnce, Aybora Köksal, et al. · arXiv (Cornell University) · 2
A Banach-Space Theory of Markovian Halpern Iteration for Non-Expansive Maps
2026 · Kaya, Ege C., Fazla, Arda, et al. · arXiv (Cornell University) · 1
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Beyond Bounded Variance: Variance-Reduced Normalized Methods for Nonconvex Optimization under Blum-Gladyshev Noise
2026 · Upadhyay, Antesh, Fazla, Arda, et al. · arXiv (Cornell University) · 1
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Robust Langevin Sampling under State-Dependent Heavy-Tailed Noise with Applications to LLM Fine-Tuning
2026 · Sahin, M. Berk, Kaya, Ege C., et al. · arXiv (Cornell University)
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Why Does Adaptive Batching Help LLM Pretraining? A Perspective from Unbounded Variance
2026 · Fazla, Arda, Upadhyay, Antesh, et al. · arXiv (Cornell University)
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Mitigating Spurious Correlations with Memorization-Guided Dataset De-Biasing
2026 · Fazla, Arda, Hashemi, Abolfazl · arXiv (Cornell University)
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Makine öğrenimi modellerinin sıralı veri tahmini için zaman ve bağlam duyarlı optimizasyonu
2024 · Fazla, Arda · Bilkent University Institutional Repository (Bilkent University)
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Hybrid State Space-based Learning for Sequential Data Prediction with Joint Optimization
2023 · Aydın, Mustafa E., Fazla, Arda, et al. · arXiv (Cornell University)
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Works count: 14
Citation count: 87
H-index: 4
I10-index: 3
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