Melis Ilayda Bal

According to our database, Melis Ilayda Bal authored at least 6 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

SALAAD: Sparse And Low-Rank Adaptation via ADMM for Large Language Model Inference.

Hao Ma, Melis Ilayda Bal, Liang Zhang, Bingcong Li, Niao He, Melanie Nicole Zeilinger, Michael Muehlebach

CoRR, February, 2026

2025

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining.

Melis Ilayda Bal, Volkan Cevher, Michael Muehlebach

CoRR, May, 2025

Population-based exploration in reinforcement learning through repulsive reward shaping using eligibility traces.

Melis Ilayda Bal, Cem Iyigun, Faruk Polat, Hüseyin Aydin

Ann. Oper. Res., April, 2025

Optimistic Games for Combinatorial Bayesian Optimization with Application to Protein Design.

Melis Ilayda Bal, Pier Giuseppe Sessa, Mojmir Mutny, Andreas Krause

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Adversarial Training for Defense Against Label Poisoning Attacks.

Melis Ilayda Bal, Volkan Cevher, Michael Muehlebach

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Potential-based reward shaping using state-space segmentation for efficiency in reinforcement learning.

Melis Ilayda Bal, Hüseyin Aydin, Cem Iyigün, Faruk Polat

Future Gener. Comput. Syst., 2024