The Surprising Agreement Between Convex Optimization Theory and Learning-Rate Scheduling for Large Model Training
Paper
•
2501.18965
•
Published
•
6
Olivia S
taygetea
AI & ML interests
None yet
Recent Activity
upvoted
a
paper
3 days ago
Almost Surely Safe Alignment of Large Language Models at Inference-Time
Organizations
None yet
taygetea's activity
upvoted
20
papers
3 days ago
Almost Surely Safe Alignment of Large Language Models at Inference-Time
Paper
•
2502.01208
•
Published
•
11
Sample, Scrutinize and Scale: Effective Inference-Time Search by Scaling Verification
Paper
•
2502.01839
•
Published
•
4
Concept Steerers: Leveraging K-Sparse Autoencoders for Controllable Generations
Paper
•
2501.19066
•
Published
•
10
Can LLMs Maintain Fundamental Abilities under KV Cache Compression?
Paper
•
2502.01941
•
Published
•
11
Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking
Paper
•
2502.02339
•
Published
•
19
TwinMarket: A Scalable Behavioral and Social Simulation for Financial Markets
Paper
•
2502.01506
•
Published
•
31
Beyond Prompt Content: Enhancing LLM Performance via Content-Format Integrated Prompt Optimization
Paper
•
2502.04295
•
Published
•
10
PILAF: Optimal Human Preference Sampling for Reward Modeling
Paper
•
2502.04270
•
Published
•
10
ScoreFlow: Mastering LLM Agent Workflows via Score-based Preference Optimization
Paper
•
2502.04306
•
Published
•
17
BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation
Paper
•
2502.03860
•
Published
•
21
Great Models Think Alike and this Undermines AI Oversight
Paper
•
2502.04313
•
Published
•
25
ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features
Paper
•
2502.04320
•
Published
•
31
SPARC: Subspace-Aware Prompt Adaptation for Robust Continual Learning in LLMs
Paper
•
2502.02909
•
Published
•
2
Value-Based Deep RL Scales Predictably
Paper
•
2502.04327
•
Published
•
5
CodeSteer: Symbolic-Augmented Language Models via Code/Text Guidance
Paper
•
2502.04350
•
Published
•
10
QLIP: Text-Aligned Visual Tokenization Unifies Auto-Regressive Multimodal Understanding and Generation
Paper
•
2502.05178
•
Published
•
10
Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens And More
Paper
•
2502.03738
•
Published
•
9
CMoE: Fast Carving of Mixture-of-Experts for Efficient LLM Inference
Paper
•
2502.04416
•
Published
•
10
Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning
Paper
•
2412.15797
•
Published
•
18