Colbert, Ian

4 publications

ICLR 2026 Qronos: Correcting the past by Shaping the Future... in Post-Training Quantization Shihao Zhang, Haoyu Zhang, Ian Colbert, Rayan Saab

TMLR 2025 Accumulator-Aware Post-Training Quantization for Large Language Models Ian Colbert, Giuseppe Franco, Fabian Grob, Jinjie Zhang, Rayan Saab

ICML 2024 A2Q+: Improving Accumulator-Aware Weight Quantization Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig, Yaman Umuroglu

ICCV 2023 A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig