iGEN
Visit IGEN World Explore IGEN Expo
EXPLORE UPGRADE PLANS
BREAKING
Werner Enterprises Posts Highest Revenue Per Truck Growth in One-Way Segment in a Decade CMA CGM and Stonepeak Launch United Ports LLC in $2.4 Billion Terminal Joint Venture UPS shift away from Amazon shows bigger payoff Lanesurf: 62% of Loads Get Vetted Carrier Offers Before Brokers Arrive India-China Border Trade Via Lipulekh Resumes Aug 1; China Permits 20 Traders Geopolitics Drives CMA CGM Q2 Profit Surge of 42% as Volumes and Rates Climb Benchmark Diesel Price Rises Third Week as Futures Plunge; Spread Hits Record Indian Government Limits Sugar Dealers to 400 Tonnes Stock Until November to Curb Hoarding Tenants signing longer leases for larger warehouses as 3PLs lock in capacity US stock market flat as S&P 500 and Dow barely move, Nasdaq slides over 1% on chip rout Werner Enterprises Posts Highest Revenue Per Truck Growth in One-Way Segment in a Decade CMA CGM and Stonepeak Launch United Ports LLC in $2.4 Billion Terminal Joint Venture UPS shift away from Amazon shows bigger payoff Lanesurf: 62% of Loads Get Vetted Carrier Offers Before Brokers Arrive India-China Border Trade Via Lipulekh Resumes Aug 1; China Permits 20 Traders Geopolitics Drives CMA CGM Q2 Profit Surge of 42% as Volumes and Rates Climb Benchmark Diesel Price Rises Third Week as Futures Plunge; Spread Hits Record Indian Government Limits Sugar Dealers to 400 Tonnes Stock Until November to Curb Hoarding Tenants signing longer leases for larger warehouses as 3PLs lock in capacity US stock market flat as S&P 500 and Dow barely move, Nasdaq slides over 1% on chip rout
Home ›› Topics ›› distribution shift

Topic

distribution shift

2 stories
Bridging Distribution Shift and AI Safety: Conceptual and Methodological Synergies Technology
Artificial Intelligence #ai safety#distribution shift

Bridging Distribution Shift and AI Safety: Conceptual and Methodological Synergies

Liu et al. present a comprehensive analysis of conceptual and methodological synergies between distribution shift and AI safety, identifying two types of connections: methods for shift types can achieve safety goals, and shifts and safety issues can be formally reduced to each other, encouraging deeper integration.

Jun 21, 2026 1 source
New Research Proposes Adversarial Reweighting to Calibrate Mixture-of-Experts Models Under Distribution Shift Technology
Artificial Intelligence #mixture-of-experts#distribution shift

New Research Proposes Adversarial Reweighting to Calibrate Mixture-of-Experts Models Under Distribution Shift

A new study examines how mixture-of-experts (MoE) models behave under distribution shift and proposes an adversarial reweighting approach to maintain calibration. The method improves the accuracy-calibration tradeoff across model classes, prediction tasks, and distribution shifts.

Jun 20, 2026 1 source