conftrace_

Piotr Miłoś

19 papers · 2020–2025 · 5 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
+10 more ↓ 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (10)
🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (7) 🗺️ Taxonomy Completionist (35) 🏆 Grand Slam 🏆 Keyword Champion (2) 👑 Triple Crown 🗃️ Keyword Collector (60) 💎 Century Club (19) 🔥 Unstoppable (6) Prolific Year (6)

Conferences

NIPS (10) ICML (4) ICLR (3) AAAI (1) ACL (1)

Papers

Structured Packing in LLM Training Improves Long Context Utilization AAAI 2025 Since Faithfulness Fails: The Performance Limits of Neural Causal Discovery ICML 2025 Joint MoE Scaling Laws: Mixture of Experts Can Be Memory Efficient ICML 2025 Bigger, Regularized, Optimistic: scaling for compute and sample efficient continuous control NIPS 2024 Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe NIPS 2024 Analysing The Impact of Sequence Composition on Language Model Pre-Training ACL 2024 Magnushammer: A Transformer-Based Approach to Premise Selection ICLR 2024 Overestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning ICML 2024 Fine-tuning Reinforcement Learning Models is Secretly a Forgetting Mitigation Problem ICML 2024 Focused Transformer: Contrastive Training for Context Scaling NIPS 2023 Trust Your $\nabla$: Gradient-based Intervention Targeting for Causal Discovery NIPS 2023 The Tunnel Effect: Building Data Representations in Deep Neural Networks NIPS 2023 Fast and Precise: Adjusting Planning Horizon with Adaptive Subgoal Search ICLR 2023 Disentangling Transfer in Continual Reinforcement Learning NIPS 2022 Thor: Wielding Hammers to Integrate Language Models and Automated Theorem Provers NIPS 2022 Catalytic Role Of Noise And Necessity Of Inductive Biases In The Emergence Of Compositional Communication NIPS 2021 Continual World: A Robotic Benchmark For Continual Reinforcement Learning NIPS 2021 Subgoal Search For Complex Reasoning Tasks NIPS 2021 Model Based Reinforcement Learning for Atari ICLR 2020