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cs.LG2026
Mitigating Early Training Collapse in CTR Models
Ergun Biçici, Erkan Çetinyamaç
Deep neural models for click-through rate prediction often exhibit a sharp decline in validation performance immediately after the first training epoch despite continued improvemen…
cs.LG2024
Extreme Learning Machines for Fast Training of Click-Through Rate Prediction Models
Ergun Biçici
Extreme Learning Machines (ELM) provide a fast alternative to traditional gradient-based learning in neural networks, offering rapid training and robust generalization capabilities…